Human Brain Project Specific Grant Agreement 2

Risultati finali

D4.4.1 All Models of Key Cognitive Processes developed during SGA2

Presentation of all models developed by WP4.4 during the SGA2, including: functions and performance, validation (by SP4, by rest of the HBP and/or by third parties), how results compare to targeted impact, and links to models and related datasets in publicly accessible online repositories.

D2.4.1 Software tool for brain structure - phenotype associations

Software tool for brain structure - phenotype associations implemented (T2.4.2); software available for usage

D9.1.1 Working prototype of a Collaboratory app for graphical model building

Collaboratory app usable by an SP9 member outside the developer team

D5.6.1 Interactive classifier training via the new Viewer

Users can train machine learning algorithms interactively by giving annotations in the web-based Viewer (T5.6.1)

D2.6.1 Tool for Morphological classification of neurons

Tool for Morphological classification of neurons (T2.6.4) made available; storage of software on HBP Collab

D5.3.1 New release of interactive spatial alignment tool

We will deploy the 2nd release of the interactive spatial alignment tool started in SGA1. The release will provide a significantly streamlined user interface, especially a much better user experience in terms of landmark management and interactive navigation. (T5.3.3)

D7.3.1 Multi-compartment benchmark and validation suites on HPC systems

The validation and benchmark suites for multi- compartment simulators are deployed and their associated documentation can be downloaded from public repositories; the continuous integration framework is publishing up to date validation and benchmark results from HPC systems used in the HBP.

D9.5.1 Temporal filtering network

Network for temporal filtering running on SpiNNaker (Task 9.5.1)

D2.3.1 Alignment strategy of datasets from TPFM, 3D-PLI, and dMRI

Alignment strategy of datasets from TPFM, 3D-PLI, and dMRI implemented (T2.3.4); Datasets made available in the HBP human brain atlas

D9.3.1 PyNN 0.9 on SpiNNaker

As complete a PyNN 0.9 implementation on SpiNNaker as possible (Task 9.3.3)

D5.7.1 Representations of optical imaging data in the Neo data object model

This is a release of the Neo library that contains support for the representations of optical imaging data. This feature will facilitate the analysis of activity data obtained from optical imaging experiments using tools built on the Neo data model. Successful representation of a dataset in the Neo object model, and the subsequent application of an analysis function of the Elephant framework on that data object, will be shown (T5.7.1-2)

D4.3.1 All Models of Plasticity, Learning and Memory developed during SGA2

Presentation of all models developed by WP4.3 during the SGA2, including: functions and performance, validation (by SP4, by rest of the HBP and/or by third parties), how results compare to targeted impact, and links to models and related datasets in publicly accessible online repositories.

D4.5.1 All Whole-Brain Models developed during SGA2 and Comparison with Experiments

Presentation of all models developed by WP4.5 during the SGA2, including: functions and performance, validation (by SP4, by rest of the HBP and/or by third parties), how results compare to targeted impact, and links to models and related datasets in publicly accessible online repositories.

D2.1.1 Comparison of Deep-learning based cytoarchitectonic mapping of cortex in the big brain against gold standard cytoarchitectonic map

Deep-learning based cytoarchitectonic mapping of cortex in the big brain and comparison against gold standard cytoarchitectonic map (T2.1.4); map made available in the HBP human brain atlas

D8.5.3 Μedical Informatics Platform Releases - SOFTWARE & REPORT

Μedical Informatics Platform Releases - SOFTWARE & REPORT

D5.4.1 First release of software adapted to new Viewer Architecture

Coordinated release of several services related to atlas viewers, adapted to a more unified viewer infrastructure. The architecture of this unified viewer ecosystem will be specified by SP5 towards the end of SGA1 and become the basis for this work. (T5.4.3)

D4.2.1 All Models of Brain Circuits developed during SGA2

Presentation of all models developed by WP4.2 during the SGA2, including: functions and performance, validation (by SP4, by rest of the HBP and/or by third parties), how results compare to targeted impact, and links to models and related datasets in publicly accessible online repositories.

D4.1.1 All Models for Bridging Scales developed during

Presentation of all models developed by WP4.1 during the SGA2, including: functions and performance, validation (by SP4, by rest of the HBP and/or by third parties), how results compare to targeted impact, and links to models and related datasets in publicly accessible online repositories.

D6.1.1 SP6 Annual Compound Deliverable Year 1

Overview of key results and impact achieved in M1-M12, tailored for presentation to the relevant audiences (research/industry/public). References to HBP/SP/CDP objectives and use cases for navigation between multiple Subprojects. Linkage of results to components/a set of component factsheets (lower-level information: component ownership, technology readiness level, performed quality control checks, etc.).

D12.4.1 Data Policy Manual

Having a set of data-related policies is a requirement for the HBP in order to: -Ensure that expectations with regards to data handling are clear -Comply with all data-related regulations and legislation, in particular those related to data protection -Ensure that all data registered and used in the HBP comply with ethical and other requirements -Demonstrate good management and leadership and implement good practice in data management Milestone verified by upload of the Data Policy Manual.

D1.6.2 SP1 Mouse Brain Organisation and Interspecies Comparisons - Second Data Results package (update on implementation of the DMP - M24)

WPs involved: WP1.1, WP1.2, WP1.3, WP1.4, WP1.5, and WP1.6 Contents: final report on the SP1 planned deliveries. This report will include the datasets generated in the SGA2 on whole brain and four major brain circuits (neocortex, cerebellum, basal ganglia, and hippocampus) data. This report will also include the final results on the integration of molecular, cellular and functional data (neocortex, cerebellum, basal ganglia, and hippocampus) and its application for modelling.

D1.3.2 CDP1 Annual Compound Deliverable Year 2

CDP1 Annual Compound Deliverable Year 2 Overview of Key Results and Impact achieved in M13 to M24, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.)

D5.1.1 Completion of SGA1 data/model curation into NIP meta data database

Table showing link between data/model components in PLA and curated data/models in NIP (T5.1.1-2)

D8.6.1 CDP6 Results SGA2 Year 1 Implementation for accurate HPC-based screening protocols of neuro-drug candidates

CDP6 Results SGA2 Year 1 Implementation for accurate HPC-based screening protocols of neuro-drug candidates. CDP6 Annual compound deliverable Year 1 Overview of Key Results and Impact achieved in M1 to M12, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.) This deliverable will also refer to results for SGA2_HPC-based chemical optimisation codes and increasing ligand specificity toward receptors' subclasses

D12.5.2 SGA2 - SP12 M24 reporting (Component id: 2328)

Progress report SP12 M24 SGA2

D9.6.2 SP9 Neuromorphic Computing Platform - Results from SGA2 year 2

The summary of SP 9 results for project months M13-24, broken down by task. WPs involved: WP9.1, WP9.2, WP9.3, WP9.4, WP9.5 and WP9.6 In order to report fully, the Deliverable may need to include information that the SP does not wish to make public at the time of the report. This material will be included in the Deliverable for the EC and Reviewers, but not in the version published publicly.

D6.4.1 CDP2 Annual Compound Deliverable Year 2

Overview of key results and impact achieved in M13-M24, tailored for presentation to the relevant audiences (research/industry/public). References to HBP/SP/CDP objectives and use cases for navigation between multiple Subprojects. Linkage of results to components/a set of component factsheets (lower-level information: component ownership, technology readiness level, performed quality control checks, etc.).

D2.7.3 CDP3 Results for SGA2 Year 1

CDP3 SGA2 Results Overview Deliverable: Overview of Key Results achieved in M1 to M12, tailored for presentation to the relevant audiences (research/industry/public)

D3.1.1 Simultaneous 2-photon calcium imaging in dendritic tufts receiving feedback inputs, and cell bodies of the same neurons receiving feedforward inputs

Data collected and paper published. Cross-species comparisons in visual cortex incorporated. (T.3.1.2)

D10.5.2 SP10 Neurorobotics Platform - Results for SGA2 Year 2

WPs involved: WP10.1, WP10.2, WP10.3, WP10.4 & WP10.5 Summary of SP Results for M12-24, broken down by Task: o Actual vs. planned results (due & done/due & not done) o Results passed to another Task, WP or SP (due & done/due & not done) o Milestones due and achieved, how validated, by whom. o Milestones due but not achieved, why, impact, corrective action o Publications

D7.2.1 Key technologies for fast data access and retrieval

This report summarises key technologies to support fast data access and retrieval for interactive analysis and visualisation, which have been identified and tested. This deliverable does not yet comprise the final implementation of these technologies.

D12.3.2 2nd Report SP12-SGA2: Lessons from stakeholder engagement and dialogue

The report collects up on the lessons learned from stakeholder dialogue and engagement in the Human Brain Project, from the ramp-up to the end of the SGA2 phase, and it develops foundation for stakeholder engagement in the final phases of the Human Brain Project.

D11.5.1 Fourth HBP Curriculum teaching cycle released (T11.5.2)

Third HBP Curriculum teaching cycle through online questionnaire evaluated and online courses adapted. Fourth teaching cycle started and Call for Expression of Interest for HBP Curriculum Workshops announced. Evaluation results are made available for consortium members and the public upon request. Call for Expression of Interest announced to the scientific community.

D8.5.1 Software requirements specifications (SRS) - REPORT

Software requirements specifications (SRS) - REPORT

D6.3.1 SP6 Annual Compound Deliverable Year 2

D5.8.2 SP5 Neuroinformatics Platform - Results for SGA2 Year 2

Summary of SP Results for M13-24, broken down by Task: o Actual vs. planned results (due & done/due & not done) o Results passed to another Task, WP or SP (due & done/due & not done) o CDP Products (due & done/due & not done) o Milestones due and achieved, how validated, by whom. o Milestones due but not achieved, why, impact, corrective action o Publications NOTE: In order to report fully on the above topics, the Deliverable may need to include information that we would not wish to make public. This material will be included in the Deliverable for the EC and Reviewers, but not in the version published on the HBP public website.

D12.3.1 Report on SP12-SGA2 Citizen engagement

Report on citizen engagement activities across Europe, including recommendations from citizens to the Human Brain Project.

D8.4.1 Reports on disease signatures via sub-type identification, on development and application of methods, and tools

Report on identification of disease signatures and application development is delivered.

D5.2.1 Release of updated atlas curation supporting material

Users can access tutorials and SOPs from HBP workbench or request support from UiO atlas curation team (T5.2.2)

D5.8.1 SP5 Neuroinformatics Platform - Results for SGA2 Year 1

SP5 Neuroinformatics Platform - Results for SGA2 Year 1 Summary of SP Results for M1-12, broken down by Task: o Actual vs. planned results (due & done/due & not done) o Results passed to another Task, WP or SP (due & done/due & not done) o CDP Products (due & done/due & not done) o Milestones due and achieved, how validated, by whom. o Milestones due but not achieved, why, impact, corrective action o Publications o SP Roadmap for SGA2, validated by other SPs receiving inputs from your SP NOTE: In order to report fully on the above topics, the Deliverable may need to include information that we would not wish to make public. This material will be included in the Deliverable for the EC and Reviewers, but not in the version published on the HBP public website.

D8.3.1 Signed partnership with one European reference network

Signed partnership with one European reference network

D3.6.1 Systems and Cognitive Neuroscience - Results for SGA2 Year 1

WPs involved: WP3.1, WP3.2., WP3.3, WP3.4, WP3.5, WP3.6 Summary of SP3 Results for M1-12, broken down by Task: o Actual vs. planned results (due & done/due & not done) o Results passed to another Task, WP or SP (due & done/due & not done) o CDP products (due & done/due & not done) o Milestones due and achieved, how validated, by whom. o Milestones due but not achieved, why, impact, corrective action o Publications

D2.7.4 CDP3 Results for SGA2 Year 2

CDP3 SGA2 Results Overview Deliverable Overview of Key Results achieved in M13 to M24, tailored for presentation to the relevant audiences (research/industry/public)

D9.4.1 CDP5-Biological deep learning: Results for SGA2 Year 1

CDP5-Biological deep learning: Results for SGA2 Year 1 CDP5 Annual compound deliverable Year 1 Overview of Key Results and Impact achieved in M1 to M12, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.) This deliverable will be a public report including theoretical research on learning principles, their transfer to the HBP computing infrastructures in SP7 and SP9, results of initial experiments and plans for M13 to M24 in SGA2

D4.6.1 SP4 EITN activity report

Report on EITN activity, its success, points that can be improved and what is foreseen

D8.2.1 MIP installed in Thirty Hospitals

MIP installed in Thirty Hospitals Demonstration of MIP software installation in 30 hospitals. Demonstration will be in form of a summary report of results: data profiling in each site, issues and lessons learned, user tests and feedback received during the hand-over and training.

D5.10.1 CDP8 Results SGA2

CDP8 SGA2 Results Overview Deliverable: Overview of Key Results achieved in M1 to M24, tailored for presentation to the relevant audiences. WPs involved: WP5.10. Key results involved: KRc8.1, KRc8.2, KRc8.3. Use cases involved: SGA2-SP4-UC001, SGA2-SP5-UC001, SGA2-SP5-UC002, SGA2-SP6-UC001, SGA2-SP6-UC003, SGA2-SP7-UC001, SGA2-SP11-UC003. The report summarizes the results obtained during the project phase, which will involve: code for large-scale brain simulation on HBP’s Joint Platform; code for connectome extraction and integration of results into NIP ontology; interactive tutorials; preprocessed connectomes from major repositories; online version of von Economo and Koskinas atlas; linked connectivity to architectonic data; human connectivity predictions.

D1.6.3 SP1 Mouse Brain Organisation and Interspecies Comparisons - Comparative study of cells and microcircuits in the rodent and human brain

WPs involved: WP1.1, WP1.2, WP1.3, WP1.4, WP1.5, and WP1.6 Contents: report on the final comparative study of cells and microcircuits in the rodent and human brain.

D7.6.1 SP7 High-Performance Analytics and Computing Platform - Results for SGA2 Year 1

High Performance Analytics and Computing Platform v2.5. The Platform, accessible to end users through the HBP Collaboratory, will provide the HBP and the neuroscience community with access to federated data and scalable compute resources as well as visualisation and simulation technology.

D9.4.2 CDP5-Biological deep learning: Results for SGA2 Year 2

CDP5 Annual compound deliverable Year 2 Overview of Key Results and Impact achieved in M13 to M24, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.) This deliverable will be a public report including theoretical research on learning principles, their transfer to the HBP computing infrastructures in SP7 and SP9, final experimental results and applications, an evaluation of the developments outside the HBP and a planning outlook to SGA3.

D12.2.1 Report on conceptual issues in human identity

Report on conceptual issues in human identity.

D2.7.2 SP2 Human Brain Organisation - Results for SGA2 Year 2

WPs involved: WP2.1, WP2.2., WP2.3, WP2.4, WP2.5, WP2.6 & WP2.7 Summary of SP Results for M13-24

D8.10.1 Provide operational MIP infrastructures to UKAACHEN and CHARITE

Provide operational MIP infrastructures to UKAACHEN (P73) and CHARITE (P122), to develop and implement a pathophysiological model for neurobehavioural symptom clustering. Test run and report of data analysis.

D7.6.2 SP7 High-Performance Analytics and Computing Platform - Results for SGA2 Year 2

High Performance Analytics and Computing Platform v3. The Platform, accessible to end users through the HBP Collaboratory, will provide the HBP and the neuroscience community with access to federated data and scalable compute resources. It will also provide visualisation and exascale-ready simulation technology.

D8.1.2 SP8 MIP - Results for SGA2 Year 2

SP8 MIP - Results for SGA2 period 2 SP8 Summary of Results for M12-24: actual vs. planned results o Risks and Issues log updated o Key Results, Impact status & Exceptional Achievements (from users' perspective) o Dependent results flow (i.e. if/how dependent components were incorporated into the next) o Milestones due and achieved, how validated, by whom o Milestones due but not achieved, why, impact, corrective action o Lessons Learned (and if any incorporated already) o Product Roadmap updated o Platform User feedback on the period o Publications

D6.2.1 CDP2 Annual Compound Deliverable Year 1

D1.6.1 SP1 Mouse Brain Organisation and Interspecies Comparisons: First Data Results package (update on implementation of the DMP - M12)

WPs involved: WP1.1, WP1.2, WP1.3, WP1.4, WP1.5, and WP1.6 Contents: First report including the preliminary list of deliveries for the period M01-M12 including datasets, tools, and models. The results expected to be included are as follows: preliminary datasets generated in the SGA2 on whole brain and four major brain circuits (neocortex, cerebellum, basal ganglia, hippocampus); First draft on the integration of molecular, cellular and functional data (neocortex, cerebellum, basal ganglia, hippocampus) and its application for modelling; Preliminary datasets for the comparative study of cells and microcircuits in the rodent and human brain.

D8.1.1 SP8 MIP - Results for SGA2 Year 1

SP8 MIP - Results for SGA2 period 1 SP8 Summary of Results for M1-12: actual vs. planned results o Risks and Issues log updated o Key Results, Impact status & Exceptional Achievements (from users' perspective) o Dependent results flow (i.e. if/how dependent components were incorporated into the next) o Milestones due and achieved, how validated, by whom o Milestones due but not achieved, why, impact, corrective action o Lessons Learned (and if any incorporated already) o Product Roadmap updated o Platform User feedback on the period o Publications

D11.1.1 Governance handbook

DIR handbook with procedures to follow regarding internal management, interactions with PCO, with SP Leaders and with Advisory Boards. (T11.1.2)

D12.1.1 SP12-SGA2 Foresight Lab & Researchers Awareness background report 2

Original research: Briefing report on Communities and Infrastructure Building. Milestone verified by upload of the report.

D11.2.10 Gender Action Plan

The Gender Action Plan is a required reference document to align structure and processes, objectives and key activities for improved gender equality in HBP with DIR, SIB, GAC, Ethic Board, Education Programme and Subprojects.

D12.5.3 SGA2-SP12 Communication reporting (Component id: 2329)

Communication report SP12 M24 SGA2

D11.1.3 SP11 Management and Coordination – Public Key Results Year 2

Summary of SP11 public Key Results for SGA2 Year 2 (M13-M24)

D10.5.1 SP10 Neurorobotics Platform - Results for SGA2 Year 1

WPs involved: WP10.1, WP10.2, WP10.3, WP10.4 & WP10.5 Summary of SP Results for M1-12, broken down by Task: o Actual vs. planned results (due & done/due & not done) o Results passed to another Task, WP or SP (due & done/due & not done) o Milestones due and achieved, how validated, by whom. o Milestones due but not achieved, why, impact, corrective action o Publications o SP Roadmap for SGA3

D12.5.4 SP12 Opinion 3 (Component id: 1967)

SP12's third Opinion on ethical, philosophical and societal issues related to consciousness. (ID: 1967)

D2.2.1 CDP4 Visuo-Motor Integration - Results for SGA2 Year 1

CDP4 Annual compound deliverable Year 1 Overview of Key Results and Impact achieved in M1 to M12, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.)

D11.3.4 Short Summary of Infrastructure Voucher Programme

Infrastructure Vouchers calls closed; vouchers assigned to the selected users; budget distribution made; short evaluation summary report (T11.3.4, T11.6.1)

D3.3.1 Acquisition of first datasets of electrophysiological recordings of hippocampal cells in VR environment

Release of software code and simulated data (preliminary version) (T3.2.5)

D12.5.1 SGA2-SP12 M12 reporting

Progress report of SP12 for M12 SGA2.

D9.6.1 SP9 Neuromorphic Computing Platform - Results from SGA2 year 1

The summary of SP 9 results for project months M1-12, broken down by task. WPs involved: WP9.1, WP9.2, WP9.3, WP9.4, WP9.5 and WP9.6 In order to report fully, the Deliverable may need to include information that the SP does not wish to make public at the time of the report. This material will be included in the Deliverable for the EC and Reviewers, but not in the version published publicly.

D7.1.1 HPAC Platform Architecture Specification v1

This report will contain a first specification within SGA2 of the HPAC Platform including the Fenix infrastructure.

D6.5.1 SP6 Summary Report on Community Outreach

Summary report of SP6 SGA2 community outreach.

D4.7.1 SP4 Theoretical Neuroscience models - 1st part

Involves all models of work done from all members of the SP4 during the 1st year of SGA2. As there are some models not yet published, there will be a confidential annex for this confidential data that will be only accessible to reviewers, EC and PCO.

D3.6.2 SP3 Systems and Cognitive Neuroscience - Results for SGA2 Year 2

WPs involved: WP3.1, WP3.2., WP3.3, WP3.4, WP3.5, WP3.6 Summary of SP3 Results for M13-24, broken down by Task: o Actual vs. planned results (due & done/due & not done) o Results passed to another Task, WP or SP (due & done/due & not done) o CDP products (due & done/due & not done) o Milestones due and achieved, how validated, by whom. o Milestones due but not achieved, why, impact, corrective action o Publications

D 1.3.1 CDP1 Annual Compound Deliverable Year 1

CDP1 Annual Compound Deliverable Year 1 Overview of Key Results and Impact achieved in M1 to M12, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.)

D5.9.1 Strategy and organization of a High-Level Support Team (HLST)

Plan for decision making on the use of resources to achieve the overall goals of the joint platform and organization and coordination of the operations of the HLST.

D4.4.2 CDP7 Results SGA2

This deliverable describes the results of CDP7during SGA2, focusing in particular on novel empirical and computational studies of hierarchical navigational planning in humans and rodents

D2.7.1 SP2 Human Brain Organisation - Results for SGA2 Year 1

WPs involved: WP2.1, WP2.2., WP2.3, WP2.4, WP2.5, WP2.6 & WP2.7 Summary of SP Results for M1-12

D2.5.1 CDP4 Visuo-Motor Integration - Results for SGA2 Year 2

CDP4 Annual compound deliverable Year 2 Overview of Key Results and Impact achieved in M13 to M24, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.)

D8.6.2 CDP6 Results SGA2 Year 2 HPC-based chemical optimisation codes increasing ligand specificity toward receptors' subclasses

CDP6 Annual compound deliverable Year 2 Overview of Key Results and Impact achieved in M13 to M24, tailored for presentation to the relevant audiences (research/industry/public) References to HBP/SP/CDP objectives and Use Cases for navigation between multiple Sub-Projects Linkage of Results to components/a set of component fact sheets (lower level information: Component ownership, Technology Readiness level, performed Quality Control checks, etc.) This deliverable will also refer to results for SGA2_HPC-based screening protocols and implementation for accurate HPC-based screening protocols of neuro-drug candidates.

D8.9.2 Curated and tested brain disease ontologies integrated within application services

Brain ontologies are integrated and accessible through OLS-NEURO. All application services (OLS-NEURO, SCAIView-Neuro) are online and available for use in MIP.

D8.7.2 BIDS Apps for imaging data processing pipelines

Applications for the imaging data processing pipelines using the Brain Imaging Data Structure format.

D5.5.1 Reproducible scientific software release 2

This production release will make publicly available JupyterLab functionality optimized and integrated with HBP data management solutions and data service APIs (T5.5.2)

D8.5.2 Μedical Informatics Platform Releases - SOFTWARE & REPORT

SOFTWARE & REPORT

D7.5.1 HPAC Platform including CEA resources

The compute and storage resources of the new HPAC partner CEA are integrated into the HPAC Platform, including the corresponding documentation in the Guidebook. The implementation of a use case workflow is used to demonstrate the functionality and documented in a short report.

D8.8.2 SEEGMIP database

DATA

D7.4.1 HBP Visualisation Software Catalogue

The HBP Visualisation Catalogue gives an overview of all visualisation tools and methods available in the HBP. It is a publicly available website that is also integrated into the Collaboratory. It contains semantic query functionality to support users in finding the right visualisation method and software for their specific needs.

Pubblicazioni

Superficial white matter: A review on the dMRI analysis methods and applications

Autori: Miguel Guevara, Pamela Guevara, Claudio Román, Jean-François Mangin
Pubblicato in: NeuroImage, Numero 212, 2020, Pagina/e 116673, ISSN 1053-8119
Editore: Academic Press
DOI: 10.1016/j.neuroimage.2020.116673

Unveiling the Synaptic Function and Structure Using Paired Recordings From Synaptically Coupled Neurons

Autori: Guanxiao Qi, Danqing Yang, Chao Ding, Dirk Feldmeyer
Pubblicato in: Frontiers in Synaptic Neuroscience, Numero 12, 2020, ISSN 1663-3563
Editore: Frontiers Research Foundation
DOI: 10.3389/fnsyn.2020.00005

Multi-scale account of the network structure of macaque visual cortex

Autori: Maximilian Schmidt, Rembrandt Bakker, Claus C. Hilgetag, Markus Diesmann, Sacha J. van Albada
Pubblicato in: Brain Structure and Function, Numero 223/3, 2018, Pagina/e 1409-1435, ISSN 1863-2653
Editore: Springer Verlag
DOI: 10.1007/s00429-017-1554-4

Cortical layers: Cyto-, myelo-, receptor- and synaptic architecture in human cortical areas

Autori: Nicola Palomero-Gallagher, Karl Zilles
Pubblicato in: NeuroImage, Numero 197, 2019, Pagina/e 716-741, ISSN 1053-8119
Editore: Academic Press
DOI: 10.1016/j.neuroimage.2017.08.035

Mechanisms Underlying the Neuromodulation of Spinal Circuits for Correcting Gait and Balance Deficits after Spinal Cord Injury

Autori: Eduardo Martin Moraud, Marco Capogrosso, Emanuele Formento, Nikolaus Wenger, Jack DiGiovanna, Grégoire Courtine, Silvestro Micera
Pubblicato in: Neuron, Numero 89/4, 2016, Pagina/e 814-828, ISSN 0896-6273
Editore: Cell Press
DOI: 10.1016/j.neuron.2016.01.009

Electron Microscopic Detection of Single Membrane Proteins by a Specific Chemical Labeling

Autori: Shigekazu Tabata, Marijo Jevtic, Nobutaka Kurashige, Hirokazu Fuchida, Munetsugu Kido, Kazushi Tani, Naoki Zenmyo, Shohei Uchinomiya, Harumi Harada, Makoto Itakura, Itaru Hamachi, Ryuichi Shigemoto, Akio Ojida
Pubblicato in: iScience, Numero 22, 2019, Pagina/e 256-268, ISSN 2589-0042
Editore: Elsevier BV
DOI: 10.1016/j.isci.2019.11.025

Study of the Size and Shape of Synapses in the Juvenile Rat Somatosensory Cortex with 3D Electron Microscopy

Autori: Andrea Santuy, José-Rodrigo Rodríguez, Javier DeFelipe, Angel Merchán-Pérez
Pubblicato in: eneuro, Numero 5/1, 2018, Pagina/e ENEURO.0377-17.2017, ISSN 2373-2822
Editore: Society for Neuroscience
DOI: 10.1523/eneuro.0377-17.2017

Demonstrating Advantages of Neuromorphic Computation: A Pilot Study

Autori: Timo Wunderlich, Akos F. Kungl, Eric Müller, Andreas Hartel, Yannik Stradmann, Syed Ahmed Aamir, Andreas Grübl, Arthur Heimbrecht, Korbinian Schreiber, David Stöckel, Christian Pehle, Sebastian Billaudelle, Gerd Kiene, Christian Mauch, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
Pubblicato in: Frontiers in Neuroscience, Numero 13, 2019, ISSN 1662-453X
Editore: Frontiers Media SA
DOI: 10.3389/fnins.2019.00260

Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware

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Reproducible Neural Network Simulations: Statistical Methods for Model Validation on the Level of Network Activity Data

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The circuit architecture of cortical multisensory processing: Distinct functions jointly operating within a common anatomical network

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Reappearance of Command-Following Is Associated With the Recovery of Language and Internal-Awareness Networks: A Longitudinal Multiple-Case Report

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Patterns of Dendritic Basal Field Orientation of Pyramidal Neurons in the Rat Somatosensory Cortex

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Control of a Humanoid NAO Robot by an Adaptive Bioinspired Cerebellar Module in 3D Motion Tasks

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Combining lifestyle risks to disentangle brain structure and functional connectivity differences in older adults

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A Method for the Symbolic Representation of Neurons

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Multimodal Modeling of Neural Network Activity: Computing LFP, ECoG, EEG, and MEG Signals With LFPy 2.0

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Sleep deprivation differentially affects subcomponents of cognitive control

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How does the presence of neural probes affect extracellular potentials?

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Genes, Cells and Brain Areas of Intelligence

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Controlling seizure propagation in large-scale brain networks

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Making the Environment an Informative Place: A Conceptual Analysis of Epistemic Policies and Sensorimotor Coordination

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MEDUSA: A GPU-based tool to create realistic phantoms of the brain microstructure using tiny spheres

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Empirical examination of the replicability of associations between brain structure and psychological variables

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Human consciousness is supported by dynamic complex patterns of brain signal coordination

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Electrical Compartmentalization in Neurons

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Reconstructing imagined letters from early visual cortex reveals tight topographic correspondence between visual mental imagery and perception

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Editorial: Between Theory and Clinic: The Contribution of Neuroimaging in the Field of Consciousness Disorders

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What Can Computational Models Contribute to Neuroimaging Data Analytics?

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Default Mode Network Structural Integrity and Cerebellar Connectivity Predict Information Processing Speed Deficit in Multiple Sclerosis

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SpiNNTools: The Execution Engine for the SpiNNaker Platform

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Clinical and electrophysiological investigation of spastic muscle overactivity in patients with disorders of consciousness following severe brain injury

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Rationally designed azobenzene photoswitches for efficient two-photon neuronal excitation

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Drug Addiction: From Neuroscience to Ethics

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Parkinson's disease: Is it a consequence of human brain evolution?

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Differential influences of environment and self-motion on place and grid cell firing

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A Computational Model of Visual Recognition Memory via Grid Cells

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Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype

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Tailored Sample Mounting for Light-Sheet Fluorescence Microscopy of Clarified Specimens by Polydimethylsiloxane Casting

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Areal differences in depth cue integration between monkey and human

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Large and fast human pyramidal neurons associate with intelligence

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InTool Explorer: An Interactive Exploratory Analysis Tool for Versatile Visualizations of Neuroscientific Data

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CAN SUBJECTIVE RATINGS OF ABSORPTION, DISSOCIATION, AND TIME PERCEPTION DURING “NEUTRAL HYPNOSIS” PREDICT HYPNOTIZABILITY?: An exploratory study

Autori: Audrey Vanhaudenhuyse, Didier ledoux, Olivia Gosseries, Athena Demertzi, Steven Laureys, Marie-Elisabeth Faymonville
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Memory and mental time travel in humans and social robots

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Columnar clusters in the human motion complex reflect consciously perceived motion axis

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Large Scale Double-Path Illumination System with Split Field of View for the All-Optical Study of Inter-and Intra-Hemispheric Functional Connectivity on Mice

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The Human Brain Project: Responsible Brain Research for the Benefit of Society

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A Cell Atlas for the Mouse Brain

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Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

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CABots and Other Neural Agents

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Derivation of Fiber Orientations From Oblique Views Through Human Brain Sections in 3D-Polarized Light Imaging

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Audiovisual Integration Enhances Stimulus Detection Performance in Mice

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The Combinatorial Creature: Cortical Phenotypes within and across Lifetimes

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A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores

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Regional Diversity in the Postsynaptic Proteome of the Mouse Brain

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A Quantitative Study on the Distribution of Mitochondria in the Neuropil of the Juvenile Rat Somatosensory Cortex

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Eligibility Traces and Plasticity on Behavioral Time Scales: Experimental Support of NeoHebbian Three-Factor Learning Rules

Autori: Wulfram Gerstner, Marco Lehmann, Vasiliki Liakoni, Dane Corneil, Johanni Brea
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Activations of deep convolutional neural networks are aligned with gamma band activity of human visual cortex

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Identification of ADHD risk genes in extended pedigrees by combining linkage analysis and whole-exome sequencing

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Cerebrospinal Fluid-Contacting Neurons Sense pH Changes and Motion in the Hypothalamus

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Unilateral Botulinum Neurotoxin-A Injection into the Striatum of C57BL/6 Mice Leads to a Different Motor Behavior Compared with Rats

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A Perspective on Cortical Layering and Layer-Spanning Neuronal Elements

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Parallel Distribution of an Inner Hair Cell and Auditory Nerve Model for Real-Time Application

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Clinical subcategorization of minimally conscious state according to resting functional connectivity

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Uncertainty quantification, propagation and characterization by Bayesian analysis combined with global sensitivity analysis applied to dynamical intracellular pathway models

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Spatial cell firing during virtual navigation of open arenas by head-restrained mice

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Behavioral Context Determines Network State and Variability Dynamics in Monkey Motor Cortex

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Excitable neuronal assemblies with adaptation as a building block of brain circuits for velocity-controlled signal propagation

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Investigating large-scale brain dynamics using field potential recordings: analysis and interpretation

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Apical Function in Neocortical Pyramidal Cells: A Common Pathway by Which General Anesthetics Can Affect Mental State

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h-Type Membrane Current Shapes the Local Field Potential from Populations of Pyramidal Neurons

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Structural Plasticity on the SpiNNaker Many-Core Neuromorphic System

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An Accelerated LIF Neuronal Network Array for a Large-Scale Mixed-Signal Neuromorphic Architecture

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Human Cortical Pyramidal Neurons: From Spines to Spikes via Models

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Phase-lags in large scale brain synchronization: Methodological considerations and in-silico analysis

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Spiking neurons with short-term synaptic plasticity form superior generative networks

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Identification and visualization of protein binding regions with the ArDock server

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The role of ethics in data governance of large neuro-ICT projects

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A molecular dynamics study of adenylyl cyclase: The impact of ATP and G-protein binding

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Contribution of the Axon Initial Segment to Action Potentials Recorded Extracellularly

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Individual Brain Charting, a high-resolution fMRI dataset for cognitive mapping

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Impaired hippocampal representation of place in the Fmr1-knockout mouse model of fragile X syndrome

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3D morphology-based clustering and simulation of human pyramidal cell dendritic spines

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Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model

Autori: Sacha J. van Albada, Andrew G. Rowley, Johanna Senk, Michael Hopkins, Maximilian Schmidt, Alan B. Stokes, David R. Lester, Markus Diesmann, Steve B. Furber
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Towards a human self-regulation system: Common and distinct neural signatures of emotional and behavioural control

Autori: Robert Langner, Susanne Leiberg, Felix Hoffstaedter, Simon B. Eickhoff
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Framework based on communicability and flow to analyze complex network dynamics

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Randomized controlled trial of home-based 4-week tDCS in chronic minimally conscious state

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A Digital Hardware Realization for Spiking Model of Cutaneous Mechanoreceptor

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MultiMap: A Tool to Automatically Extract and Analyse Spatial Microscopic Data From Large Stacks of Confocal Microscopy Images

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Commentary: Locus Coeruleus Ablation Exacerbates Cognitive Deficits, Neuropathology, and Lethality in P301S Tau Transgenic Mice

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The Predictive Coding Account of Psychosis

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Extracting orthogonal subject- and condition-specific signatures from fMRI data using whole-brain effective connectivity

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BCI Performance and Brain Metabolism Profile in Severely Brain-Injured Patients Without Response to Command at Bedside

Autori: Jitka Annen, Séverine Blandiaux, Nicolas Lejeune, Mohamed A. Bahri, Aurore Thibaut, Woosang Cho, Christoph Guger, Camille Chatelle, Steven Laureys
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Single-layer graphene modulates neuronal communication and augments membrane ion currents

Autori: Niccolò Paolo Pampaloni, Martin Lottner, Michele Giugliano, Alessia Matruglio, Francesco D’Amico, Maurizio Prato, Josè Antonio Garrido, Laura Ballerini, Denis Scaini
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Large-Scale Brain Simulation and Disorders of Consciousness. Mapping Technical and Conceptual Issues

Autori: Michele Farisco, Jeanette H. Kotaleski, Kathinka Evers
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Mapping Cortical Laminar Structure in the 3D BigBrain

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Computational Models for Calcium-Mediated Astrocyte Functions

Autori: Tiina Manninen, Riikka Havela, Marja-Leena Linne
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Scale-freeness or partial synchronization in neural mass phase oscillator networks: Pick one of two?

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Resistance to eye opening in patients with disorders of consciousness

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A Dynamic Connectome Supports the Emergence of Stable Computational Function of Neural Circuits through Reward-Based Learning

Autori: David Kappel, Robert Legenstein, Stefan Habenschuss, Michael Hsieh, Wolfgang Maass
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Challenges in Reproducibility, Replicability, and Comparability of Computational Models and Tools for Neuronal and Glial Networks, Cells, and Subcellular Structures

Autori: Tiina Manninen, Jugoslava Aćimović, Riikka Havela, Heidi Teppola, Marja-Leena Linne
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Molecular composition of the human primary visual cortex profiled by multimodal mass spectrometry imaging

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On a Recursive Construction of Circular Paths and the Search for $$\pi $$ π on the Integer Lattice $$\mathbb {Z}^2$$ Z

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bnclassify: Learning Bayesian Network Classifiers

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A neural-level model of spatial memory and imagery

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Criteria on Balance, Stability, and Excitability in Cortical Networks for Constraining Computational Models

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[Re] A neural model of the saccade generator in the reticular formation

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An Ion-Permeable State of the Glycine Receptor Captured by Molecular Dynamics

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Neuroethics and Philosophy in Responsible Research and Innovation: The Case of the Human Brain Project

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Searching for visual features that explain response variance of face neurons in inferior temporal cortex

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Widespread white matter microstructural abnormalities in bipolar disorder: evidence from mega- and meta-analyses across 3033 individuals

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Receptor density pattern confirms and enhances the anatomic-functional features of the macaque superior parietal lobule areas

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Neuromorphic Hardware Learns to Learn

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Indicators and Criteria of Consciousness in Animals and Intelligent Machines: An Inside-Out Approach

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3D Electron Microscopy Study of Synaptic Organization of the Normal Human Transentorhinal Cortex and Its Possible Alterations in Alzheimer’s Disease

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Scaling of a Large-Scale Simulation of Synchronous Slow-Wave and Asynchronous Awake-Like Activity of a Cortical Model With Long-Range Interconnections

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Group I mGluR-Mediated Activation of Martinotti Cells Inhibits Local Cortical Circuitry in Human Cortex

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Investigating targets for neuropharmacological intervention by molecular dynamics simulations

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A kinetic model for Brain-Derived Neurotrophic Factor mediated spike timing-dependent LTP

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Grand Unified Theories of the Brain Need Better Understanding of Behavior: The Two-Tiered Emergence of Function

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Optogenetics in Brain Research: From a Strategy to Investigate Physiological Function to a Therapeutic Tool

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The subthreshold-active KV7 current regulates neurotransmission by limiting spike-induced Ca2+ influx in hippocampal mossy fiber synaptic terminals

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Network analysis of whole-brain fMRI dynamics: A new framework based on dynamic communicability

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Alteration of the Cortex Shape as a Proxy of White Matter Swelling in Severe Cerebral Small Vessel Disease

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Sleep-like slow oscillations improve visual classification through synaptic homeostasis and memory association in a thalamo-cortical model

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The Scientific Case for Brain Simulations

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Towards a Unified View on Pathways and Functions of Neural Recurrent Processing

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Brainstem nucleus incertus controls contextual memory formation

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Optimization of surgical intervention outside the epileptogenic zone in the Virtual Epileptic Patient (VEP)

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Sex Classification by Resting State Brain Connectivity

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An architectonic type principle integrates macroscopic cortico-cortical connections with intrinsic cortical circuits of the primate brain

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Differential Structure of Hippocampal CA1 Pyramidal Neurons in the Human and Mouse

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Ventral midbrain stimulation induces perceptual learning and cortical plasticity in primates

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Second type of criticality in the brain uncovers rich multiple-neuron dynamics

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Awakening: Predicting external stimulation to force transitions between different brain states

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Effects of synaptic and myelin plasticity on learning in a network of Kuramoto phase oscillators

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Common and distinct neural correlates of dual-tasking and task-switching: a meta-analytic review and a neuro-cognitive processing model of human multitasking

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The Human Brain Project—Synergy between neuroscience, computing, informatics, and brain-inspired technologies

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Biologically plausible deep learning — But how far can we go with shallow networks?

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iEEG-BIDS, extending the Brain Imaging Data Structure specification to human intracranial electrophysiology

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Waxholm Space atlas of the rat brain auditory system: Three-dimensional delineations based on structural and diffusion tensor magnetic resonance imaging

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Biophysical Psychiatry—How Computational Neuroscience Can Help to Understand the Complex Mechanisms of Mental Disorders

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Differential neural dynamics underling pragmatic and semantic affordance processing in macaque ventral premotor cortex

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Open Source Brain: A Collaborative Resource for Visualizing, Analyzing, Simulating, and Developing Standardized Models of Neurons and Circuits

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An unsupervised neuromorphic clustering algorithm

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Combined Rehabilitation Promotes the Recovery of Structural and Functional Features of Healthy Neuronal Networks after Stroke

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Caching mechanisms for habit formation in Active Inference

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Evaluation of Spike Sorting Algorithms: Application to Human Subthalamic Nucleus Recordings and Simulations

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Suppressive Traveling Waves Shape Representations of Illusory Motion in Primary Visual Cortex of Awake Primate

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Machine Learning Analysis of τRAMD Trajectories to Decipher Molecular Determinants of Drug-Target Residence Times

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Correlation Transfer by Layer 5 Cortical Neurons Under Recreated Synaptic Inputs In Vitro

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Learning tractable Bayesian networks in the space of elimination orders

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Pathway-Specific Genetic Risk for Alzheimer’s Disease Differentiates Regional Patterns of Cortical Atrophy in Older Adults

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A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection

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General Anesthesia: A Probe to Explore Consciousness

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Tractable learning of Bayesian networks from partially observed data

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Electrophysiological monitoring of inhibition in mammalian species, from rodents to humans

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Long time behavior of a mean-field model of interacting neurons

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3d-SPADE: Significance evaluation of spatio-temporal patterns of various temporal extents

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CoreNEURON : An Optimized Compute Engine for the NEURON Simulator

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Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud

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Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study

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Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain

Autori: Céline Delettre, Arnaud Messé, Leigh-Anne Dell, Ophélie Foubet, Katja Heuer, Benoit Larrat, Sebastien Meriaux, Jean-Francois Mangin, Isabel Reillo, Camino de Juan Romero, Victor Borrell, Roberto Toro, Claus C. Hilgetag
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STDP Forms Associations between Memory Traces in Networks of Spiking Neurons

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The Epileptor Model: A Systematic Mathematical Analysis Linked to the Dynamics of Seizures, Refractory Status Epilepticus, and Depolarization Block

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Beyond Bouma's window: How to explain global aspects of crowding?

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Area-Specific Synapse Structure in Branched Posterior Nucleus Axons Reveals a New Level of Complexity in Thalamocortical Networks

Autori: Javier Rodriguez-Moreno, Cesar Porrero, Astrid Rollenhagen, Mario Rubio-Teves, Diana Casas-Torremocha, Lidia Alonso-Nanclares, Rachida Yakoubi, Andrea Santuy, Angel Merchan-Pérez, Javier DeFelipe, Joachim H.R. Lübke, Francisco Clasca
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An integrative methodology based on protein-protein interaction networks for identification and functional annotation of disease-relevant genes applied to channelopathies

Autori: Milagros Marín, Francisco J. Esteban, Hilario Ramírez-Rodrigo, Eduardo Ros, María José Sáez-Lara
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Layer 6b Is Driven by Intracortical Long-Range Projection Neurons

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Sizing complex networks

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Diverse Neuron Properties and Complex Network Dynamics in the Cerebellar Cortical Inhibitory Circuit

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A Cerebellar Internal Models Control Architecture for Online Sensorimotor Adaptation of a Humanoid Robot Acting in a Dynamic Environment

Autori: Marie Claire Capolei, Nils Axel Andersen, Henrik Hautop Lund, Egidio Falotico, Silvia Tolu
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Running Large-Scale Simulations on the Neurorobotics Platform to Understand Vision – The Case of Visual Crowding

Autori: Alban Bornet, Jacques Kaiser, Alexander Kroner, Egidio Falotico, Alessandro Ambrosano, Kepa Cantero, Michael H. Herzog, Gregory Francis
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VOR Adaptation on a Humanoid iCub Robot Using a Spiking Cerebellar Model

Autori: Francisco Naveros, Niceto R. Luque, Eduardo Ros, Angelo Arleo
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On Robot Compliance: A Cerebellar Control Approach

Autori: I. Abadía, F. Naveros, J. A. Garrido, E. Ros, and N. R. Luque
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Cholinergic Switch between Two Types of Slow Waves in Cerebral Cortex

Autori: Trang-Anh E Nghiem, Núria Tort-Colet, Tomasz Górski, Ulisse Ferrari, Shayan Moghimyfiroozabad, Jennifer S Goldman, Bartosz Teleńczuk, Cristiano Capone, Thierry Bal, Matteo di Volo, Alain Destexhe
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Disrupted Calcium Signaling in Animal Models of Human Spinocerebellar Ataxia (SCA)

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NeuroQuery, comprehensive meta-analysis of human brain mapping

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Low entropy map of brain oscillatory activity identifies spatially localized events: A new method for automated epilepsy focus prediction

Autori: Manel Vila-Vidal, Carmen Pérez Enríquez, Alessandro Principe, Rodrigo Rocamora, Gustavo Deco, Adrià Tauste Campo
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Modeling brain dynamics after tumor resection using The Virtual Brain

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A Biomimetic Control Method Increases the Adaptability of a Humanoid Robot Acting in a Dynamic Environment

Autori: Marie Claire Capolei, Emmanouil Angelidis, Egidio Falotico, Henrik Hautop Lund, Silvia Tolu
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Individual structural features constrain the mouse functional connectome

Autori: Francesca Melozzi, Eyal Bergmann, Julie A. Harris, Itamar Kahn, Viktor Jirsa, Christophe Bernard
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Editore: National Academy of Sciences
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Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

Autori: Chetan Singh Thakur, Jamal Lottier Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings
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Studying the effects of synaptic clustering in silico : when the neighbourhood party gets too loud

Autori: Szabolcs Káli
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Cytoarchitectonic Characterization and Functional Decoding of Four New Areas in the Human Lateral Orbitofrontal Cortex

Autori: Magdalena Wojtasik, Sebastian Bludau, Simon B. Eickhoff, Hartmut Mohlberg, Fatma Gerboga, Svenja Caspers, Katrin Amunts
Pubblicato in: Frontiers in Neuroanatomy, Numero 14, 2020, ISSN 1662-5129
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Understanding Ligand Binding Selectivity in a Prototypical GPCR Family

Autori: Giulio Mattedi, Francesca Deflorian, Jonathan S. Mason, Chris de Graaf, Francesco L. Gervasio
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Editore: American Chemical Society
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Unsuspected Involvement of Spinal Cord in Alzheimer Disease

Autori: Roberta Maria Lorenzi, Fulvia Palesi, Gloria Castellazzi, Paolo Vitali, Nicoletta Anzalone, Sara Bernini, Matteo Cotta Ramusino, Elena Sinforiani, Giuseppe Micieli, Alfredo Costa, Egidio D’Angelo, Claudia A. M. Gandini Wheeler-Kingshott
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Editore: Frontiers Research Foundation
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Embodied Synaptic Plasticity With Online Reinforcement Learning

Autori: Jacques Kaiser, Michael Hoff, Andreas Konle, J. Camilo Vasquez Tieck, David Kappel, Daniel Reichard, Anand Subramoney, Robert Legenstein, Arne Roennau, Wolfgang Maass, Rüdiger Dillmann
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Analysis and Model of Cortical Slow Waves Acquired with Optical Techniques

Autori: Marco Celotto, Chiara De Luca, Paolo Muratore, Francesco Resta, Anna Letizia Allegra Mascaro, Francesco Saverio Pavone, Giulia De Bonis, Pier Stanislao Paolucci
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Stochasticity from function — Why the Bayesian brain may need no noise

Autori: Dominik Dold, Ilja Bytschok, Akos F. Kungl, Andreas Baumbach, Oliver Breitwieser, Walter Senn, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
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Combining Evolutionary and Adaptive Control Strategies for Quadruped Robotic Locomotion

Autori: Elisa Massi, Lorenzo Vannucci, Ugo Albanese, Marie Claire Capolei, Alexander Vandesompele, Gabriel Urbain, Angelo Maria Sabatini, Joni Dambre, Cecilia Laschi, Silvia Tolu, Egidio Falotico
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A Digital Hardware System for Spiking Network of Tactile Afferents

Autori: Nima Salimi-Nezhad, Erfan Ilbeigi, Mahmood Amiri, Egidio Falotico, Cecilia Laschi
Pubblicato in: Frontiers in Neuroscience, Numero 13, 2020, ISSN 1662-453X
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QUINT: Workflow for Quantification and Spatial Analysis of Features in Histological Images From Rodent Brain

Autori: Sharon C. Yates, Nicolaas E. Groeneboom, Christopher Coello, Stefan F. Lichtenthaler, Peer-Hendrik Kuhn, Hans-Ulrich Demuth, Maike Hartlage-Rübsamen, Steffen Roßner, Trygve Leergaard, Anna Kreshuk, Maja A. Puchades, Jan G. Bjaalie
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Logical negation mapped onto the brain

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Odor Stimuli: Not Just Chemical Identity

Autori: Mario Pannunzi, Thomas Nowotny
Pubblicato in: Frontiers in Physiology, Numero 10, 2019, ISSN 1664-042X
Editore: Frontiers Research Foundation
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Fast, Flexible Closed-Loop Feedback: Tracking Movement in “Real-Millisecond-Time”

Autori: Keisuke Sehara, Viktor Bahr, Ben Mitchinson, Martin J. Pearson, Matthew E. Larkum, Robert N. S. Sachdev
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Brian2GeNN: accelerating spiking neural network simulations with graphics hardware

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Accelerated Physical Emulation of Bayesian Inference in Spiking Neural Networks

Autori: Akos F. Kungl, Sebastian Schmitt, Johann Klähn, Paul Müller, Andreas Baumbach, Dominik Dold, Alexander Kugele, Eric Müller, Christoph Koke, Mitja Kleider, Christian Mauch, Oliver Breitwieser, Luziwei Leng, Nico Gürtler, Maurice Güttler, Dan Husmann, Kai Husmann, Andreas Hartel, Vitali Karasenko, Andreas Grübl, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici
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Co-transmission of acetylcholine and GABA regulates hippocampal states

Autori: Virág T. Takács, Csaba Cserép, Dániel Schlingloff, Balázs Pósfai, András Szőnyi, Katalin E. Sos, Zsuzsanna Környei, Ádám Dénes, Attila I. Gulyás, Tamás F. Freund, Gábor Nyiri
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Synergy of Glutamatergic and Cholinergic Modulation Induces Plateau Potentials in Hippocampal OLM Interneurons

Autori: Nicholas Hagger-Vaughan, Johan F. Storm
Pubblicato in: Frontiers in Cellular Neuroscience, Numero 13, 2019, ISSN 1662-5102
Editore: Frontiers Research Foundation
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Multimodal Memory Components and Their Long-Term Dynamics Identified in Cortical Layers II/III but Not Layer V

Autori: Dong Li, Guangyu Wang, Hong Xie, Yi Hu, Ji-Song Guan, Claus C. Hilgetag
Pubblicato in: Frontiers in Integrative Neuroscience, Numero 13, 2019, ISSN 1662-5145
Editore: Frontiers Research Foundation
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An efficient analytical reduction of detailed nonlinear neuron models

Autori: Oren Amsalem, Guy Eyal, Noa Rogozinski, Michael Gevaert, Pramod Kumbhar, Felix Schürmann, Idan Segev
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Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations

Autori: Michael Hopkins, Mantas Mikaitis, Dave R. Lester, Steve Furber
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Concurrent human TMS-EEG-fMRI enables monitoring of oscillatory brain state-dependent gating of cortico-subcortical network activity

Autori: Judith C. Peters, Joel Reithler, Tom A. de Graaf, Teresa Schuhmann, Rainer Goebel, Alexander T. Sack
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Optically Induced Calcium-Dependent Gene Activation and Labeling of Active Neurons Using CaMPARI and Cal-Light

Autori: Christian Ebner, Julia Ledderose, Timothy A. Zolnik, Sina E. Dominiak, Paul Turko, Athanasia Papoutsi, Panayiota Poirazi, Britta J. Eickholt, Imre Vida, Matthew E. Larkum, Robert N. S. Sachdev
Pubblicato in: Frontiers in Synaptic Neuroscience, Numero 11, 2019, ISSN 1663-3563
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Dual-beam confocal light-sheet microscopy via flexible acousto-optic deflector

Autori: Vladislav Gavryusev, Giuseppe Sancataldo, Pietro Ricci, Alberto Montalbano, Chiara Fornetto, Lapo Turrini, Annunziatina Laurino, Luca Pesce, Giuseppe de Vito, Natascia Tiso, Francesco Vanzi, Ludovico Silvestri, Francesco S. Pavone
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Interfering with a memory without erasing its trace

Autori: Gesa Lange, Mario Senden, Alexandra Radermacher, Peter De Weerd
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Whisking Asymmetry Signals Motor Preparation and the Behavioral State of Mice

Autori: Sina E. Dominiak, Mostafa A. Nashaat, Keisuke Sehara, Hatem Oraby, Matthew E. Larkum, Robert N.S. Sachdev
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Near-Death Experience as a Probe to Explore (Disconnected) Consciousness

Autori: Charlotte Martial, Héléna Cassol, Steven Laureys, Olivia Gosseries
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Indirect and direct training of spiking neural networks for end-to-end control of a lane-keeping vehicle

Autori: Zhenshan Bing, Claus Meschede, Guang Chen, Alois Knoll, Kai Huang
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One-shot learning and behavioral eligibility traces in sequential decision making

Autori: Marco P Lehmann, He A Xu, Vasiliki Liakoni, Michael H Herzog, Wulfram Gerstner, Kerstin Preuschoff
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The SONATA data format for efficient description of large-scale network models

Autori: Kael Dai, Juan Hernando, Yazan N. Billeh, Sergey L. Gratiy, Judit Planas, Andrew P. Davison, Salvador Dura-Bernal, Padraig Gleeson, Adrien Devresse, Benjamin K. Dichter, Michael Gevaert, James G. King, Werner A. H. Van Geit, Arseny V. Povolotsky, Eilif Muller, Jean-Denis Courcol, Anton Arkhipov
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Human Pregenual Anterior Cingulate Cortex: Structural, Functional, and Connectional Heterogeneity

Autori: Nicola Palomero-Gallagher, Felix Hoffstaedter, Hartmut Mohlberg, Simon B Eickhoff, Katrin Amunts, Karl Zilles
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Functional Connectivity Changes of Key Regions for Motor Initiation in Parkinson’s Disease

Autori: Lukas Hensel, Felix Hoffstaedter, Julian Caspers, Jochen Michely, Christian Mathys, Julia Heller, Claudia R Eickhoff, Kathrin Reetz, Martin Südmeyer, Gereon R Fink, Alfons Schnitzler, Christian Grefkes, Simon B Eickhoff
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ChemBioServer 2.0: an advanced web server for filtering, clustering and networking of chemical compounds facilitating both drug discovery and repurposing

Autori: Evangelos Karatzas, Juan Eiros Zamora, Emmanouil Athanasiadis, Dimitris Dellis, Zoe Cournia, George M Spyrou
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Are There Islands of Awareness?

Autori: Tim Bayne, Anil K. Seth, Marcello Massimini
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Benchmarking a Many-Core Neuromorphic Platform With an MPI-Based DNA Sequence Matching Algorithm

Autori: Gianvito Urgese, Francesco Barchi, Emanuele Parisi, Evelina Forno, Andrea Acquaviva, Enrico Macii
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Behavioural and brain responses in cognitive trance: A TMS-EEG case study

Autori: O. Gosseries, M. Fecchio, A. Wolff, L.R.D. Sanz, C. Sombrun, A. Vanhaudenhuyse, S. Laureys
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An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications

Autori: Hyeryung Jang, Osvaldo Simeone, Brian Gardner, Andre Gruning
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Analysis Pipeline for Extracting Features of Cortical Slow Oscillations

Autori: Giulia De Bonis, Miguel Dasilva, Antonio Pazienti, Maria V. Sanchez-Vives, Maurizio Mattia, Pier Stanislao Paolucci
Pubblicato in: Frontiers in Systems Neuroscience, Numero 13, 2019, ISSN 1662-5137
Editore: Frontiers Research Foundation
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Reversible silencing of endogenous receptors in intact brain tissue using 2-photon pharmacology

Autori: Silvia Pittolo, Hyojung Lee, Anna Lladó, Sébastien Tosi, Miquel Bosch, Lídia Bardia, Xavier Gómez-Santacana, Amadeu Llebaria, Eduardo Soriano, Julien Colombelli, Kira E. Poskanzer, Gertrudis Perea, Pau Gorostiza
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A photoswitchable GABA receptor channel blocker

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The Amyloid Precursor Protein C-Terminal Domain Alters CA1 Neuron Firing, Modifying Hippocampus Oscillations and Impairing Spatial Memory Encoding

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Size, Shape, and Distribution of Multivesicular Bodies in the Juvenile Rat Somatosensory Cortex: A 3D Electron Microscopy Study

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Dissecting the Shared and Context-Dependent Pathways Mediated by the p140Cap Adaptor Protein in Cancer and in Neurons

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Biologically Realistic Mean-Field Models of Conductance-Based Networks of Spiking Neurons with Adaptation

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Holistic Recollection via Pattern Completion Involves Hippocampal Subfield CA3

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Response Dynamics in an Olivocerebellar Spiking Neural Network With Non-linear Neuron Properties

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Functional MRI in Macaque Monkeys during Task Switching

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A cross-validated cytoarchitectonic atlas of the human ventral visual stream

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Neurodevelopmental subtypes of bipolar disorder are related to cortical folding patterns: An international multicenter study

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Two New Cytoarchitectonic Areas on the Human Mid-Fusiform Gyrus

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OptoGluNAM4.1, a Photoswitchable Allosteric Antagonist for Real-Time Control of mGlu 4 Receptor Activity

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The Importance of Nonlinear Transformations Use in Medical Data Analysis

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Quantitative 3D Ultrastructure of Thalamocortical Synapses from the “Lemniscal” Ventral Posteromedial Nucleus in Mouse Barrel Cortex

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Exploiting Gene Expression Profiles for the Automated Prediction of Connectivity between Brain Regions

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In Vivo Identification of Thick, Thin, and Pale Stripes of Macaque Area V2 Using Submillimeter Resolution (f)MRI at 3 T

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Neuromodulated Synaptic Plasticity on the SpiNNaker Neuromorphic System

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I See Your Effort: Force-Related BOLD Effects in an Extended Action Execution–Observation Network Involving the Cerebellum

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Beyond Research Ethics: Dialogues in Neuro-ICT Research

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A Metric for Evaluating Neural Input Representation in Supervised Learning Networks

Autori: Richard R. Carrillo, Francisco Naveros, Eduardo Ros, Niceto R. Luque
Pubblicato in: Frontiers in Neuroscience, Numero 12, 2018, ISSN 1662-453X
Editore: Frontiers Media SA
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Two Cultures and Our Encyclopaedic Brain

Autori: Jean-Pierre Changeux
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Challenges and Perspectives of Quantitative Functional Sodium Imaging (fNaI)

Autori: Claudia A. M. Gandini Wheeler-Kingshott, Frank Riemer, Fulvia Palesi, Antonio Ricciardi, Gloria Castellazzi, Xavier Golay, Ferran Prados, Bhavana Solanky, Egidio U. D’Angelo
Pubblicato in: Frontiers in Neuroscience, Numero 12, 2018, ISSN 1662-453X
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Prominent Changes in Cerebro-Cerebellar Functional Connectivity During Continuous Cognitive Processing

Autori: Gloria Castellazzi, Stefania D. Bruno, Ahmed T. Toosy, Letizia Casiraghi, Fulvia Palesi, Giovanni Savini, Egidio D’Angelo, Claudia Angela Michela Gandini Wheeler-Kingshott
Pubblicato in: Frontiers in Cellular Neuroscience, Numero 12, 2018, ISSN 1662-5102
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A Heartbeat Away From Consciousness: Heart Rate Variability Entropy Can Discriminate Disorders of Consciousness and Is Correlated With Resting-State fMRI Brain Connectivity of the Central Autonomic Network

Autori: Francesco Riganello, Stephen Karl Larroque, Mohamed Ali Bahri, Lizette Heine, Charlotte Martial, Manon Carrière, Vanessa Charland-Verville, Charlène Aubinet, Audrey Vanhaudenhuyse, Camille Chatelle, Steven Laureys, Carol Di Perri
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Differences in cytoarchitecture of Broca's region between human, ape and macaque brains

Autori: Nicola Palomero-Gallagher, Karl Zilles
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Expansion of the effective action around non-Gaussian theories

Autori: Tobias Kühn, Moritz Helias
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"Body –to-head transplant; a ""caputal"" crime? Examining the corpus of ethical and legal issues"

Autori: Zaev D. Suskin, James J. Giordano
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Spiking neural networks for computer vision

Autori: Michael Hopkins, Garibaldi Pineda-García, Petruţ A. Bogdan, Steve B. Furber
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Regional brain volumetry and brain function in severely brain-injured patients

Autori: Jitka Annen, Gianluca Frasso, Julia Sophia Crone, Lizette Heine, Carol Di Perri, Charlotte Martial, Helena Cassol, Athena Demertzi, Lionel Naccache, Steven Laureys
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Public Safety and National Security Implications of the Horsepox Study

Autori: Jennifer Snow, James Giordano
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Multicontact Co-operativity in Spike-Timing–Dependent Structural Plasticity Stabilizes Networks

Autori: Moritz Deger, Alexander Seeholzer, Wulfram Gerstner
Pubblicato in: Cerebral Cortex, Numero 28/4, 2017, Pagina/e 1396-1415, ISSN 1047-3211
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Neuroethics: What It Is, Does, and Should Do

Autori: James Giordano, John R. Shook
Pubblicato in: Health Care Ethics USA | Spring 2018, 2018, ISSN 1072-5490
Editore: Saint Louis University

Sleep-like slow oscillations improve visual classification through synaptic homeostasis and memory association in a thalamo-cortical model

Autori: Cristiano Capone, Elena Pastorelli, Bruno Golosio, Pier Stanislao Paolucci
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Slow Waves Analysis Pipeline for extracting the Features of the Bi-Modality from the Cerebral Cortex of Anesthetized Mice

Autori: Giulia De Bonis, Miguel Dasilva, Antonio Pazienti, Maria Victoria Sanchez-Vives, Maurizio Mattia, Pier Stanislao Paolucci
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Editore: Nature Publishing Group

International Brain Initiative: An Innovative Framework for Coordinated Global Brain Research Efforts

Autori: Amy Adams, Stephanie Albin, Katrin Amunts, Tasia Asakawa, Amy Bernard, Jan G. Bjaalie, Khaled Chakli, James O. Deshler, Yves De Koninck, Christoph J. Ebell, Gary Egan, Melina E. Hale, Michael Häusser, Sung-Jin Jeong, Judy Illes, Linda Lanyon, Pingping Li, Yan Li, Pierre Magistretti, Agnes McMahon, Caroline Montojo, Toshihisa Ohtsuka, Shigeo Okabe, Hideyuki Okano, Gang Pei, Alexandre Pouget, Jason
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Editore: Cell Press
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Cortical reactivations during sleep spindles following declarative learning

Autori: Aude Jegou, Manuel Schabus, Olivia Gosseries, Brigitte Dahmen, Geneviève Albouy, Martin Desseilles, Virginie Sterpenich, Christophe Phillips, Pierre Maquet, Christophe Grova, Thien Thanh Dang-Vu
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Mind Reading and Writing: The Future of Neurotechnology

Autori: Pieter R. Roelfsema, Damiaan Denys, P. Christiaan Klink
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Molecular mechanisms underlying striatal synaptic plasticity: relevance to chronic alcohol consumption and seeking

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Internal Coordinate Normal Mode Analysis: A Strategy To Predict Protein Conformational Transitions

Autori: Elisa Frezza, Richard Lavery
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New approaches for computing ligand–receptor binding kinetics

Autori: Neil J Bruce, Gaurav K Ganotra, Daria B Kokh, S Kashif Sadiq, Rebecca C Wade
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Neuroethics Questions to Guide Ethical Research in the International Brain Initiatives

Autori: Karen S. Rommelfanger, Sung-Jin Jeong, Arisa Ema, Tamami Fukushi, Kiyoto Kasai, Khara M. Ramos, Arleen Salles, Ilina Singh, Jordan Amadio, Guo-Qiang Bi, Paul Frederick Boshears, Adrian Carter, Anna Devor, Kenji Doya, Hermann Garden, Judy Illes, L. Syd M. Johnson, Lyric Jorgenson, Bang-Ook Jun, Inyoung Lee, Patricia Michie, Tsuyoshi Miyakawa, Eisuke Nakazawa, Osamu Sakura, Hagop Sarkissian, Laura
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Neuroethical and Social Implications of Using Transcranial Electrical Stimulation to Augment Creative Cognition

Autori: Adam B. Weinberger, Robert A. Cortes, Adam E. Green, James Giordano
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Biological Characteristics of Connection-Wise Resting-State Functional Connectivity Strength

Autori: Rory Pijnenburg, Lianne H Scholtens, Dante Mantini, Wim Vanduffel, Lisa Feldman Barrett, Martijn P van den Heuvel
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Whole-Brain Multimodal Neuroimaging Model Using Serotonin Receptor Maps Explains Non-linear Functional Effects of LSD

Autori: Gustavo Deco, Josephine Cruzat, Joana Cabral, Gitte M. Knudsen, Robin L. Carhart-Harris, Peter C. Whybrow, Nikos K. Logothetis, Morten L. Kringelbach
Pubblicato in: Current Biology, Numero 28/19, 2018, Pagina/e 3065-3074.e6, ISSN 0960-9822
Editore: Cell Press
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An endogenous explanation of growth: direct-to-consumer stem cell therapies in PR China, India and the USA

Autori: Saheli Datta
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The high efficacy of muscarinic M4 receptor in D1 medium spiny neurons reverses striatal hyperdopaminergia

Autori: Anu G. Nair, Liliana R.V. Castro, Marianne El Khoury, Victor Gorgievski, Bruno Giros, Eleni T. Tzavara, Jeanette Hellgren-Kotaleski, Pierre Vincent
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Dynamic Redistribution of Plasticity in a Cerebellar Spiking Neural Network Reproducing an Associative Learning Task Perturbed by TMS

Autori: Alberto Antonietti, Jessica Monaco, Egidio D'Angelo, Alessandra Pedrocchi, Claudia Casellato
Pubblicato in: International Journal of Neural Systems, Numero 28/09, 2018, Pagina/e 1850020, ISSN 0129-0657
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28th Annual Computational Neuroscience Meeting: CNS*2019

Autori: Jugoslava Acimovic, Tiina Manninen, Heidi Teppola, Sacha van Albada, Markus Diesmann, Marja-Leena Linne
Pubblicato in: BMC Neuroscience, Numero 20/S1, 2019, ISSN 1471-2202
Editore: BioMed Central
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Attractor competition enriches cortical dynamics during awakening from anesthesia

Autori: Núria Tort-Colet, Cristiano Capone, Maria V. Sanchez-Vives, Maurizio Mattia
Pubblicato in: BioRxiv, 2019, ISSN 0000-0000
Editore: Cold Spring Harbor Laboratory
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A new view of dorsal visual cortex in macaques revealed by submillimeter fMRI

Autori: Qi Zhu, Wim Vanduffel
Pubblicato in: bioRxiv, 2019, ISSN 0000-0000
Editore: Cold Spring Harbor Laboratory
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Conductance-based dendrites perform reliability-weighted opinion pooling

Autori: Jakob Jordan,João Sacramento, Mihai A. Petrovici, Walter Senn,
Pubblicato in: 2020
Editore: NICE conference proceedings, when ready

Coordinated hippocampal-entorhinal replay asstructural inference

Autori: Talfan Evans, Neil Burgess
Pubblicato in: NIPS Proceedings, 2019
Editore: Curran Associates, Inc.

Closed-loop experiments on the BrainScaleS-2 architecture

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Pubblicato in: NICE '20: Proceedings of the Neuro-inspired Computational Elements Workshop, 2020
Editore: ACM

Natural gradient learning for spiking neurons

Autori: Elena Kreutzer, Mihai A. Petrovici, Walter Senn
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Editore: ACM
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Benchmarking of Neuromorphic Hardware Systems

Autori: Christoph Ostrau, Christian Klarhorst, Michael Thies, Ulrich Rückert
Pubblicato in: Proceedings of the Neuro-inspired Computational Elements Workshop, 2020, Pagina/e 1-4, ISBN 9781450377188
Editore: ACM
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Asynchronous interface FIFO design on FPGA for high-throughput NRZ synchronisation

Autori: Gengting Liu, James Garside, Steve Furber, Luis A. Plana, Dirk Koch
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Editore: IEEE
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A fixed point exponential function accelerator for a neuromorphic many-core system

Autori: Johannes Partzsch, Sebastian Hoppner, Matthias Eberlein, Rene Schuffny, Christian Mayr, David R. Lester, Steve Furber
Pubblicato in: 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 2017, Pagina/e 1-4, ISBN 978-1-4673-6853-7
Editore: IEEE
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Profiling a Many-core Neuromorphic Platform

Autori: Indar Sugiarto, Luis A. Plana, Steve Temple, Basabdatta S. Bhattacharya, Steve B. Furber, Patrick Camilleri
Pubblicato in: 2017 IEEE 11th International Conference on Application of Information and Communication Technologies (AICT), 2017, Pagina/e 1-6, ISBN 978-1-5386-0501-1
Editore: IEEE
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Real-Time Cortical Simulations: Energy and Interconnect Scaling on Distributed Systems

Autori: Francesco Simula, Elena Pastorelli, Pier Stanislao Paolucci, Michele Martinelli, Alessandro Lonardo, Andrea Biagioni, Cristiano Capone, Fabrizio Capuani, Paolo Cretaro, Giulia De Bonis, Francesca Lo Cicero, Luca Pontisso, Piero Vicini, Roberto Ammendola
Pubblicato in: 2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2019, Pagina/e 283-290, ISBN 978-1-7281-1644-0
Editore: IEEE
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Arbor — A Morphologically-Detailed Neural Network Simulation Library for Contemporary High-Performance Computing Architectures

Autori: Nora Abi Akar, Ben Cumming, Vasileios Karakasis, Anne Kusters, Wouter Klijn, Alexander Peyser, Stuart Yates
Pubblicato in: 2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2019, Pagina/e 274-282, ISBN 978-1-7281-1644-0
Editore: IEEE
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IO Challenges for Human Brain Atlasing Using Deep Learning Methods - An In-Depth Analysis

Autori: Lena Oden, Christian Schiffer, Hannah Spitzer, Timo Dickscheid, Dirk Pleiter
Pubblicato in: 2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2019, Pagina/e 291-298, ISBN 978-1-7281-1644-0
Editore: IEEE
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Exploring Vestibulo-Ocular Adaptation in a Closed-Loop Neuro-Robotic Experiment Using STDP. A Simulation Study

Autori: Francisco Naveros, Jesus A. Garrido, Angelo Arleo, Eduardo Ros, Niceto R. Luque
Pubblicato in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, Pagina/e 1-9, ISBN 978-1-5386-8094-0
Editore: IEEE
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DROM - Enabling Efficient and Effortless Malleability for Resource Managers

Autori: Marco D'Amico, Marta Garcia-Gasulla, Víctor López, Ana Jokanovic, Raül Sirvent, Julita Corbalan
Pubblicato in: Proceedings of the 47th International Conference on Parallel Processing Companion - ICPP '18, 2018, Pagina/e 1-10, ISBN 9781-450365239
Editore: ACM Press
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Multi-Modal Motion Activation for Robot Control Using Spiking Neurons

Autori: J. Camilo Vasquez Tieck, Lea Steffen, Jacques Kaiser, Arne Roennau, Rudiger Dillmann
Pubblicato in: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, Pagina/e 291-298, ISBN 978-1-5386-8183-1
Editore: IEEE
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MPI+OpenMP Tasking Scalability for the Simulation of the Human Brain - Human Brain Project

Autori: Pedro Valero-Lara, Raül Sirvent, Antonio J. Peña, Xavier Martorell, Jesús Labarta
Pubblicato in: Proceedings of the 25th European MPI Users' Group Meeting on - EuroMPI'18, 2018, Pagina/e 1-8, ISBN 9781-450364928
Editore: ACM Press
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Learning to Reproduce Visually Similar Movements by Minimizing Event-Based Prediction Error

Autori: Jacques Kaiser, Svenja Melbaum, J. Camilo Vasquez Tieck, Arne Roennau, Martin V. Butz, Rudiger Dillmann
Pubblicato in: 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob), 2018, Pagina/e 260-267, ISBN 978-1-5386-8183-1
Editore: IEEE
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Efficient Fault Tolerance Through Dynamic Node Replacement

Autori: Suraj Prabhakaran, Marcel Neumann, Felix Wolf
Pubblicato in: 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 2018, Pagina/e 163-172, ISBN 978-1-5386-5815-4
Editore: IEEE
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Controlling a Robot Arm for Target Reaching without Planning Using Spiking Neurons

Autori: J. Camilo Vasquez Tieck, Lea Steffen, Jacques Kaiser, Arne Roennau, Rudiger Dillmann
Pubblicato in: 2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC), 2018, Pagina/e 111-116, ISBN 978-1-5386-3360-1
Editore: IEEE
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Network-on-chip evaluation for a novel neural architecture

Autori: Markos Kynigos, Javier Navaridas, Luis A. Plana, Steve Furber
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Editore: ACM Press
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Approximate Fixed-Point Elementary Function Accelerator for the SpiNNaker-2 Neuromorphic Chip

Autori: Mantas Mikaitis, David R Lester, Delong Shang, Steve Furber, Gengting Liu, Jim Garside, Stefan Scholze, Sebastian Hoppner, Andreas Dixius
Pubblicato in: 2018 IEEE 25th Symposium on Computer Arithmetic (ARITH), 2018, Pagina/e 37-44, ISBN 978-1-5386-2613-9
Editore: IEEE
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Benchmarking and Characterization of event-based Neuromorphic Hardware

Autori: Christoph Ostrau, Christian Klarhorst, Michael Thies, Ulrich Rückert
Pubblicato in: FastPath 2019 - Sixth International Workshop on Performance Analysis of Machine Learning Systems, 2019
Editore: IBM Research

Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors

Autori: Lorenzo Ferretti, Giovanni Ansaloni, Laura Pozzi, Amir Aminifar, David Atienza, Leila Cammoun, Philippe Ryvlin
Pubblicato in: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019, Pagina/e 948-951, ISBN 978-3-9819263-2-3
Editore: IEEE
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A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling

Autori: Damian Pascual, Amir Aminifar, David Atienza
Pubblicato in: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019, Pagina/e 764-769, ISBN 978-3-9819263-2-3
Editore: IEEE
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Integrating clinical data from hospital databases

Autori: Kostis Karozos, Iosif Spartalis, Artem Tsikiridis, Despoina Trivela, Vasilis Vassalos
Pubblicato in: http://ceur-ws.org, Numero Vol-2164, 2018, ISSN 1613-0073
Editore: ceur-ws.org

Long short-term memory and learning-to-learn in networks of spiking neurons

Autori: Guillaume Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass
Pubblicato in: NIPS 2018, 2018
Editore: Curran Associates inc.

Work-in-Progress: Impact of Graph Partitioning on SNN Placement for a Multi-Core Neuromorphic Architecture

Autori: Francesco Barchi, Gianvito Urgese, Enrico Macii, Andrea Acquaviva
Pubblicato in: 2018 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES), 2018, Pagina/e 1-2, ISBN 978-1-5386-5564-1
Editore: IEEE
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Work-in-Progress: Multiple Alignment of Packet Sequences for Efficient Communication in a Many-Core Neuromorphic System

Autori: Gianvito Urgese, Luca Peres, Francesco Barchi, Enrico Macii, Andrea Acquaviva
Pubblicato in: 2018 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES), 2018, Pagina/e 1-2, ISBN 978-1-5386-5564-1
Editore: IEEE
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Two Simple NeuroCognitive Associative Memory Models

Autori: Christian R. Huyck, Yuhue Ji
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Non-Linear Motor Control by Local Learning in Spiking Neural Networks

Autori: Aditya Gilra and Wulfram Gerstner
Pubblicato in: PMLR, 2018, ISSN 2640-3498
Editore: Proceedings of Machine Learning Research

Deep Rewiring: Training Very Sparse Deep Networks

Autori: Guillaume Bellec, David Kappel, Wolfgang Maass, Robert Legenstein
Pubblicato in: ICLR 2018, 2018
Editore: OpenReview

Pattern recognition using latency coding in multilayer spiking neural networks

Autori: Brian Gardner, André Grüning
Pubblicato in: Bernstein Conference 2018, 2018
Editore: Bernstein conference - G-node conference site
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Efficient Job Scheduling for Clusters with Shared Tiered Storage

Autori: Leah E. Lackner, Hamid Mohammadi Fard, Felix Wolf
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Editore: IEEE
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Meta-data management and quality control for the medical informatics platform

Autori: Admir Demiraj, Kostis Karozos, Iosif Spartalis, Vasilis Vassalos
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Deep reinforcement learning in a time-continuous model

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Pubblicato in: 2019
Editore: Bernstein Conference 2019
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Holistic Slowdown Driven Scheduling and Resource Management for Malleable Jobs

Autori: Marco D'Amico, Ana Jokanovic, Julita Corbalan
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Editore: ACM Press
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Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models

Autori: Michael Doron, Idan Segev, Dafna Shahaf
Pubblicato in: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19, 2019, Pagina/e 425-435, ISBN 9781-450362016
Editore: ACM Press
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ViTa-SLAM: A Bio-inspired Visuo-Tactile SLAM for Navigation while Interacting with Aliased Environments

Autori: Oliver Struckmeier, Kshitij Tiwari, Mohammed Salman, Martin J. Pearson, Ville Kyrki
Pubblicato in: 2019
Editore: IEEE

ViTa-SLAM: Biologically-Inspired Visuo-Tactile SLAM

Autori: Oliver Struckmeier, Kshitij Tiwari, Martin J Pearson, Ville Kyrki
Pubblicato in: 2019
Editore: IEEE

Event-based computation: Unsupervised elementary motion decomposition.

Autori: Bogdan PA, Pineda-García G, Davidson S, Hopkins M, James R and Furber SB
Pubblicato in: 2019
Editore: EMiT/University of Huddersfield/High End Compute Ltd/University of Manchester

Accelerated simulation of a neuronal population via mathematical model order reduction

Autori: Mikko Lehtimäki, Ippa Seppälä, Lassi Paunonen, Marja-Leena Linne
Pubblicato in: 2020
Editore: IEEE Xplore

Co-Development of an Infant Prototype in Hardware and Simulation based on CT Imaging Data.

Autori: Feldotto, Benedikt; Walch, Blasius; Koch, Patrick; Dendorfer, Sebastian; Knoll, Alois
Pubblicato in: 2020
Editore: IEEE

Motion Prediction of Virtual Patterns, Human Hand Motions and a simplified Hand Manipulation Task with Hierarchical Temporal Memory

Autori: Tenbrink, Lukas; Feldotto, Benedikt; Röhrbein, Florian; Knoll, Alois
Pubblicato in: 2020
Editore: IEEE

Integration of Paired Spiking Cerebellar Models for Voluntary Movement Adaptation in a Closed-Loop Neuro-Robotic Experiment. A Simulation Study

Autori: Corchado, Carlos; Antonietti, Alberto; Capolei, Marie Claire; Casellato, Claudia; Tolu, Silvia
Pubblicato in: 2019
Editore: IEEE

Nonlinear scaling of resource allocation in sensory bottlenecks

Autori: Laura Rose Edmondson, Alejandro Jimenez-Rodriguez, Hannes P. Saal
Pubblicato in: 2019
Editore: NIPS Proceedings

Development of the neurorobotic mouse

Autori: P. Lucas, S. Oota, J. Conradt, and A. Knoll
Pubblicato in: 2019
Editore: Institute of Electrical and Electronics Engineers ( IEEE )

NIPS Proceedings

Autori: Talfan Evans, Neil Burgess
Pubblicato in: 2019
Editore: Curran Associates, Inc.

Real-time cortical simulations: energy and interconnect scaling on distributed systems

ETAI 2018 International Conference : Proceedings of Abstracts. Skopje: Faculty of Electrical Engineering and Information Technology

Autori: STEPIŠNIK PERDIH, Tomaž, KOCEV, Dragi, DŽEROSKI, Sašo
Pubblicato in: 2018
Editore: na

Directed Graph Placement for SNN Simulation into a multi-core GALS Architecture

Autori: Francesco Barchi, Gianvito Urgese, Andrea Acquaviva, Enrico Macii
Pubblicato in: 2018 IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 2018, Pagina/e 19-24, ISBN 978-1-5386-4756-1
Editore: IEEE
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Cerebellum-inspired approach for adaptive kinematic control of soft robots

Autori: Hari Teja Kalidindi, Thomas George Thuruthel, Cecilia Laschi, Egidio Falotico
Pubblicato in: 2019 2nd IEEE International Conference on Soft Robotics (RoboSoft), 2019, Pagina/e 684-689, ISBN 978-1-5386-9260-8
Editore: IEEE
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Efficient Bundled Spatial Range Queries

Autori: Eleni Tzirita Zacharatou, Darius Šidlauskas, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
Pubblicato in: Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019, Pagina/e 139-148, ISBN 9781-450369091
Editore: ACM
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Constraints on sequence processing speed in biological neuronal networks

Autori: Younes Bouhadjar, Markus Diesmann, Rainer Waser, Dirk J. Wouters, Tom Tetzlaff
Pubblicato in: Proceedings of the International Conference on Neuromorphic Systems, 2019, Pagina/e 1-9, ISBN 9781-450376808
Editore: ACM
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Structured motor exploration for adaptive learning-based tracking in soft robotic manipulators

Autori: Yasmin Ansari, Cecilia Laschi, Egidio Falotico
Pubblicato in: 2019 2nd IEEE International Conference on Soft Robotics (RoboSoft), 2019, Pagina/e 534-539, ISBN 978-1-5386-9260-8
Editore: IEEE
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The OTree: Multidimensional Indexing with efficient data Sampling for HPC

Autori: Cesare Cugnasco, Hadrien Calmet, Pol Santamaria, Raul Sirvent, Ane Beatriz Eguzkitza, Guillaume Houzeaux, Yolanda Becerra, Jordi Torres, Jesus Labarta
Pubblicato in: 2019 IEEE International Conference on Big Data (Big Data), 2019, Pagina/e 433-440, ISBN 978-1-7281-0858-2
Editore: IEEE
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Projection-based order reduction of a nonlinear biophysical neuronal network model

Autori: Mikko Lehtimaki, Lassi Paunonen, Marja-Leena Linne
Pubblicato in: 2019 IEEE 58th Conference on Decision and Control (CDC), 2019, Pagina/e 1-6, ISBN 978-1-7281-1398-2
Editore: IEEE
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Quantification of fiber orientation uncertainty in polarized light imaging of the human brain

Autori: Daniel Schmitz, Thomas Lippert, Katrin Amunts, Markus Axer
Pubblicato in: Medical Imaging 2020: Physics of Medical Imaging, 2020, Pagina/e 117, ISBN 9781-510633926
Editore: SPIE
DOI: 10.1117/12.2548935

Microsaccades for asynchronous feature extraction with spiking networks

Autori: Jacques Kaiser, Gerd Lindner, J. Camilo Vasquez Tieck, Martin Schulze, Michael Hoff, Arne Roennau, Rudiger Dillmann
Pubblicato in: 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2018, Pagina/e 139-146, ISBN 978-1-5386-6110-9
Editore: IEEE
DOI: 10.1109/devlrn.2018.8761007

The Collaborative Virtual Reality Neurorobotics Lab

Autori: Carl Matthes, Tim Weissker, Emmanouil Angelidis, Alexander Kulik, Stephan Beck, Andre Kunert, Anton Frolov, Sandro Weber, Adrian Kreskowski, Bernd Froehlich
Pubblicato in: 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2019, Pagina/e 1671-1674, ISBN 978-1-7281-1377-7
Editore: IEEE
DOI: 10.1109/vr.2019.8798289

Rank Selection in Non-negative Matrix Factorization: systematic comparison and a new MAD metric

Autori: Laura Muzzarelli, Susanne Weis, Simon B. Eickhoff, Kaustubh R. Patil
Pubblicato in: 2019 International Joint Conference on Neural Networks (IJCNN), 2019, Pagina/e 1-8, ISBN 978-1-7281-1985-4
Editore: IEEE
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Multi-Ray Jumping: Comprehensible Group Navigation for Collocated Users in Immersive Virtual Reality

Autori: Tim Weissker, Alexander Kulik, Bernd Froehlich
Pubblicato in: 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2019, Pagina/e 136-144, ISBN 978-1-7281-1377-7
Editore: IEEE
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Obstacle Avoidance Using Stereo Vision and Deep Reinforcement Learning in an Animal-like Robot

Autori: Fuhai Ling, Alejandro Jimenez-Rodriguez, Tony J. Prescott
Pubblicato in: 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2019, Pagina/e 71-76, ISBN 978-1-7281-6321-5
Editore: IEEE
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When is an action caused from within? Quantifying the causal chain leading to actions in simulated agents

Autori: Bjørn Erik Juel, Renzo Comolatti, Giulio Tononi, Larissa Albantakis
Pubblicato in: The 2019 Conference on Artificial Life, 2019, Pagina/e 477-484, ISBN 978-0-262-35844-6
Editore: MIT Press
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A Graph Signal Processing Approach to Study High Density EEG Signals in Patients with Disorders of Consciousness

Autori: Sepehr Mortaheb, Jitka Annen, Camille Chatelle, Helena Cassol, Geraldine Martens, Aurore Thibaut, Olivia Gosseries, Steven Laureys
Pubblicato in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Pagina/e 4549-4553, ISBN 978-1-5386-1311-5
Editore: IEEE
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Gaussian and Exponential Lateral Connectivity on Distributed Spiking Neural Network Simulation

Autori: Elena Pastorelli, Pier Stanislao Paolucci, Francesco Simula, Andrea Biagioni, Fabrizio Capuani, Paolo Cretaro, Giulia De Bonis, Francesca Lo Cicero, Alessandro Lonardo, Michele Martinelli, Luca Pontisso, Piero Vicini, Roberto Ammendola
Pubblicato in: 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), 2018, Pagina/e 658-665, ISBN 978-1-5386-4975-6
Editore: IEEE
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Fast and deep neuromorphic learning with first-spike coding

Autori: J. Göltz, A. Baumbach, S. Billaudelle, A. F. Kungl, O. Breitwieser, K. Meier, J. Schemmel, L. Kriener, M. A. Petrovici
Pubblicato in: Proceedings of the Neuro-inspired Computational Elements Workshop, 2020, Pagina/e 1-3, ISBN 9781450377188
Editore: ACM
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Closed-loop experiments on the BrainScaleS-2 architecture

Autori: K. Schreiber, T. C. Wunderlich, C. Pehle, M. A. Petrovici, J. Schemmel, K. Meier
Pubblicato in: Proceedings of the Neuro-inspired Computational Elements Workshop, 2020, Pagina/e 1-3, ISBN 9781450377188
Editore: ACM
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An energy-based model of folded autoencoders for unsupervised learning in cortical hierarchies

Autori: Dominik Dold, João Sacramento, Akos F. Kungl, Walter Senn, Mihai A. Petrovici
Pubblicato in: 2019
Editore: Bernstein Conference 2019
DOI: 10.12751/nncn.bc2019.0156

Mapping Deep Neural Networks on SpiNNaker2

Autori: Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr
Pubblicato in: Proceedings of the Neuro-inspired Computational Elements Workshop, 2020, Pagina/e 1-3, ISBN 9781450377188
Editore: ACM
DOI: 10.1145/3381755.3381778

Deep reinforcement learning for time-continuous substrates

Autori: Akos F. Kungl, Dominik Dold, Oskar Riedler, Mihai A. Petrovici, Walter Senn
Pubblicato in: 2020
Editore: N/A

Time- and Space-Efficient Spatial Data Analytics

Autori: Pavlovic, Mirjana
Pubblicato in: 2019
Editore: EPFL
DOI: 10.5075/epfl-thesis-9130

Contributions to Bayesian network classifiers and interneuron classification

Autori: Bojan Mihaljevic
Pubblicato in: 2018
Editore: Universidad Politécnica de Madrid
DOI: 10.20868/upm.thesis.52440

Directional-linear Bayesian networks and applications in neuroscience

Autori: Ignacio Leguey Vitoriano
Pubblicato in: 2018
Editore: Universidad Politécnica de Madrid
DOI: 10.20868/upm.thesis.51432

Efficient Query Processing for Spatial and Temporal Data Exploration

Autori: Tzirita Zacharatou, Eleni
Pubblicato in: 2019
Editore: EPFL
DOI: 10.5075/epfl-thesis-9637

The place-cell representation of a four-room maze with changeable connectivity

Autori: Anyi Liu
Pubblicato in: 2020
Editore: University College London

Exploring synaptic transmission and regulation in ionotropic receptors by molecular dynamics and computational electrophysiology

Autori: Adrien Cerdan
Pubblicato in: 2019
Editore: University of Strasbourg

Method development for co-simulation of electrical-chemical systems in Neuroscience

Autori: Ekaterina Brocke
Pubblicato in: 2020
Editore: KTH Royal Institute of Technology

Brain, consciousness and disorders of consciousness at the intersection of neuroscience and philosophy

Autori: Michele Farisco
Pubblicato in: 2019
Editore: Acta Universitatis Upsaliensis

Electrophysiological Markers of Consciousness: Measures of connectivity, complexity, and signal diversity in EEG for distinguishing between conscious and unconscious brain states

Autori: Bjørn Erik Juel
Pubblicato in: 2019
Editore: University of Oslo

PhD thesis: Device Variability in Synapses of Neuromorphic Circuits

Autori: Christoph Koke
Pubblicato in: 2018
Editore: N/A
DOI: 10.11588/heidok.00022742

Timely and cost-efficient data exploration through adaptive tuning

Autori: Matthaios-Alexandros Olma
Pubblicato in: 2019
Editore: EPFL
DOI: 10.5075/epfl-thesis-9636

Computational Models of Astrocytes and Astrocyte–Neuron Interactions: Characterization, Reproducibility, and Future Perspectives

Autori: Tiina Manninen, Riikka Havela, Marja-Leena Linne
Pubblicato in: Computational Glioscience, 2019, Pagina/e 423-454, ISBN 978-3-030-00815-4
Editore: Springer International Publishing
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A Brain-Inspired Cognitive System that Mimics the Dynamics of Human Thought

Autori: Yuehu Ji, David Gamez, Christian Huyck
Pubblicato in: Artificial Intelligence XXXV - 38th SGAI International Conference on Artificial Intelligence, AI 2018, Cambridge, UK, December 11–13, 2018, Proceedings, Numero 11311, 2018, Pagina/e 50-62, ISBN 978-3-030-04190-8
Editore: Springer International Publishing
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Extending Redescription Mining to Multiple Views

Autori: Matej Mihelčić, Sašo Džeroski, Tomislav Šmuc
Pubblicato in: Discovery Science - 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings, Numero 11198, 2018, Pagina/e 292-307, ISBN 978-3-030-01770-5
Editore: Springer International Publishing
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Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks

Autori: Hannah Spitzer, Kai Kiwitz, Katrin Amunts, Stefan Harmeling, Timo Dickscheid
Pubblicato in: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III, Numero 11072, 2018, Pagina/e 663-671, ISBN 978-3-030-00930-4
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-00931-1_76

Learning Continuous Muscle Control for a Multi-joint Arm by Extending Proximal Policy Optimization with a Liquid State Machine

Autori: Juan Camilo Vasquez Tieck, Marin Vlastelica Pogančić, Jacques Kaiser, Arne Roennau, Marc-Oliver Gewaltig, Rüdiger Dillmann
Pubblicato in: Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I, Numero 11139, 2018, Pagina/e 211-221, ISBN 978-3-030-01417-9
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-01418-6_21

Microsaccades for Neuromorphic Stereo Vision

Autori: Jacques Kaiser, Jakob Weinland, Philip Keller, Lea Steffen, J. Camilo Vasquez Tieck, Daniel Reichard, Arne Roennau, Jörg Conradt, Rüdiger Dillmann
Pubblicato in: Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I, Numero 11139, 2018, Pagina/e 244-252, ISBN 978-3-030-01417-9
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-01418-6_24

The Synthetic Psychology of the Self

Autori: Tony J. Prescott, Daniel Camilleri
Pubblicato in: Cognitive Architectures, Numero 94, 2019, Pagina/e 85-104, ISBN 978-3-319-97549-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-97550-4_7

A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs

Autori: Shirin Dora, Cyriel Pennartz, Sander Bohte
Pubblicato in: Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III, Numero 11141, 2018, Pagina/e 457-467, ISBN 978-3-030-01423-0
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-01424-7_45

Calibration Method to Improve Transfer from Simulation to Quadruped Robots

Autori: Gabriel Urbain, Alexander Vandesompele, Francis Wyffels, Joni Dambre
Pubblicato in: From Animals to Animats 15 - 15th International Conference on Simulation of Adaptive Behavior, SAB 2018, Frankfurt/Main, Germany, August 14-17, 2018, Proceedings, Numero 10994, 2018, Pagina/e 102-113, ISBN 978-3-319-97627-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-97628-0_9

Understanding Interstate Competitiveness and International Security in European Dual-Use Research

Autori: Saheli Datta Burton, Christine Aicardi, Tara Mahfoud, Nikolas Rose
Pubblicato in: Biomimetic and Biohybrid Systems, Numero 10928, 2018, Pagina/e 129-133, ISBN 978-3-319-95971-9
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-95972-6_14

Whisker-RatSLAM Applied to 6D Object Identification and Spatial Localisation

Autori: Mohammed Salman, Martin J. Pearson
Pubblicato in: Biomimetic and Biohybrid Systems, Numero 10928, 2018, Pagina/e 403-414, ISBN 978-3-319-95971-9
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-95972-6_44

Unraveling Brain Modularity Through Slow Oscillations

Autori: Maurizio Mattia, Maria V. Sanchez-Vives
Pubblicato in: Nonlinear Dynamics in Computational Neuroscience, 2019, Pagina/e 17-31, ISBN 978-3-319-71047-1
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-71048-8_2

Streaming Live Neuronal Simulation Data into Visualization and Analysis

Autori: Simon Oehrl, Jan Müller, Jan Schnathmeier, Jochen Martin Eppler, Alexander Peyser, Hans Ekkehard Plesser, Benjamin Weyers, Bernd Hentschel, Torsten W. Kuhlen, Tom Vierjahn
Pubblicato in: High Performance Computing - ISC High Performance 2018 International Workshops, Frankfurt/Main, Germany, June 28, 2018, Revised Selected Papers, Numero 11203, 2018, Pagina/e 258-272, ISBN 978-3-030-02464-2
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-02465-9_18

Local Optimal Transport for Functional Brain Template Estimation

Autori: T. Bazeille, H. Richard, H. Janati, B. Thirion
Pubblicato in: Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Hong Kong, China, June 2–7, 2019, Proceedings, Numero 11492, 2019, Pagina/e 237-248, ISBN 978-3-030-20350-4
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-20351-1_18

Evaluating the Benefits of Key-Value Databases for Scientific Applications

Autori: Pol Santamaria, Lena Oden, Eloy Gil, Yolanda Becerra, Raül Sirvent, Philipp Glock, Jordi Torres
Pubblicato in: Computational Science – ICCS 2019 - 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part I, Numero 11536, 2019, Pagina/e 412-426, ISBN 978-3-030-22733-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-22734-0_30

Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network

Autori: Timo Wunderlich, Akos F. Kungl, Eric Müller, Johannes Schemmel, Mihai Petrovici
Pubblicato in: Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part I, Numero 11727, 2019, Pagina/e 119-122, ISBN 978-3-030-30486-7
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-30487-4_10

Constraint Exploration of Convolutional Network Architectures with Neuroevolution

Autori: Jonas Dominik Homburg, Michael Adams, Michael Thies, Timo Korthals, Marc Hesse, Ulrich Rückert
Pubblicato in: Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II, Numero 11507, 2019, Pagina/e 735-746, ISBN 978-3-030-20517-1
Editore: Springer International Publishing
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Closed Loop Control of a Compliant Quadruped with Spiking Neural Networks

Autori: Alexander Vandesompele, Gabriel Urbain, Francis Wyffels, Joni Dambre
Pubblicato in: Biologically Inspired Cognitive Architectures 2019 - Proceedings of the Tenth Annual Meeting of the BICA Society, Numero 948, 2020, Pagina/e 547-555, ISBN 978-3-030-25718-7
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-25719-4_71

Efficient Construction of Geometric Nerve Fiber Models for Simulation with 3D-PLI

Autori: Jan A. Reuter, Felix Matuschke, Nicole Schubert, Markus Axer
Pubblicato in: Bildverarbeitung für die Medizin 2019 - Algorithmen – Systeme – Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck, 2019, Pagina/e 333-338, ISBN 978-3-658-25325-7
Editore: Springer Fachmedien Wiesbaden
DOI: 10.1007/978-3-658-25326-4_73

Towards 3D Reconstruction of Neuronal Cell Distributions from Histological Human Brain Sections

Autori: Timo Dickscheid, Sarah Haas, Sebastian Bludau, Philipp Glock, Marcel Huysegoms, Katrin Amunts
Pubblicato in: 2019, ISBN 978-1-61499-998-0
Editore: IOS Press
DOI: 10.3233/apc190016

3D Polarized Light Imaging Portrayed: Visualization of Fiber Architecture Derived from 3D-PLI

Autori: Nicole Schubert, Markus Axer, Uwe Pietrzyk, Katrin Amunts
Pubblicato in: High-Resolution Neuroimaging - Basic Physical Principles and Clinical Applications, 2018, ISBN 978-953-51-3865-5
Editore: InTech
DOI: 10.5772/intechopen.72532

Intelligence Science II - Third IFIP TC 12 International Conference, ICIS 2018, Beijing, China, November 2-5, 2018, Proceedings

Autori: Zhongzhi ShiCyriel PennartzTiejun Huang
Pubblicato in: Intelligence Science II,, 2018, ISBN 978-3-030-01313-4
Editore: Springer, Cham
DOI: 10.1007/978-3-030-01313-4

2nd HBP Student Conference- Transdisciplinary Research Linking Neuroscience, Brain Medicine and Computer Science - Book of Abstracts

Autori: A. Santuy, N. Simidjievski, M. Armendariz, P. Bogdan, C. Canova, C. Modenato, A. Mosinska
Pubblicato in: 2019
Editore: Frontiers Media SA
DOI: 10.3389/978-2-88945-588-1

Ethics in Innovation Management as Meta-Responsibility: The Practice of Responsible Research and Innovation in Human Brain Simulation

Autori: Bernd Carsten Stahl, Jos Timmermans, Stephen Rainey, Mark Shaw
Pubblicato in: 2019
Editore: Routledge

SpiNNaker-A Spiking Neural Network Architecture

Autori: Steve Furber, Petrut Bogdan (editors)
Pubblicato in: 2020
Editore: Now Publishers Inc.
DOI: 10.1561/9781680836530

Control of Cardiac Function in vivo with a Light-Regulated Drug

Autori: Fabio Riefolo, Carlo Matera, Aida Garrido-Charles, Alexandre M. J. Gomila, Luca Agnetta, Enrique Claro, Roser Masgrau, Ulrike Holzgrabe, Montserrat Batlle, Michael Decker, Eduard Guasch, Pau Gorostiza
Pubblicato in: 2019
Editore: American Chemical Society (ACS)
DOI: 10.26434/chemrxiv.7472174.v1

Minimum Information for Neuroscience Data Sets (MINDS): The metadata standard of the Human Brain Project data sharing platform.

Autori: Zehl L, Zafarnia S, Köhnen S, Hilverling A, Andersson K, Legouée E, Hagen Blixhavn C, Aasebø IE, Puchades MA, Schlegel U, Kleven H, Schmid O, Gillespie T, Abrams MB, Davison A, Leergaard TB, Amunts K, Bjaalie JG, Dickscheid T
Pubblicato in: 2019
Editore: Neuroinformatics 2019
DOI: 10.12751/incf.ni2019.0068

The Limits of Dual Use

Autori: Mahfoud, Tara, Christine Aicardi, Saheli Datta, and Nikolas Rose
Pubblicato in: 2018
Editore: Issues in Science and Technology

Statistical field theory for neural networks

Autori: Moritz Helias, David Dahmen
Pubblicato in: 2019
Editore: ArXiv

Self-consistent formulations for stochastic nonlinear neuronal dynamics

Autori: Jonas Stapmanns, Tobias Kühn, David Dahmen, Thomas Luu, Carsten Honerkamp, Moritz Helias
Pubblicato in: 2018
Editore: arxiv

Dendritic cortical microcircuits approximate the backpropagation algorithm

Autori: João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
Pubblicato in: 2018
Editore: ArXiv

Contextual Encoder-Decoder Network for Visual Saliency Prediction

Autori: Kroner, A., Senden, M., Driessens, K., & Goebel, R.
Pubblicato in: 2019
Editore: ArXiv

Sizing the length of complex networks

Autori: G. Zamora-López & R. Brasselet
Pubblicato in: 2018
Editore: arxiv

Improving Spatial Data Processing by Clipping Minimum Bounding Boxes

Autori: Sidlauskas, Darius ; Sean Chester ; Tzirita Zacharatou, Eleni ; Ailamaki, Anastasia
Pubblicato in: 2018
Editore: EPFL

Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets

Autori: Guillaume Bellec, Franz Scherr, Elias Hajek , Darjan Salaj , Robert Legenstein , and Wolfgang Maass
Pubblicato in: 2019
Editore: arXIv Org

Reconciliation of weak pairwise spike-train correlations and highly co- herent local field potentials across space

Autori: Johanna Senk, Espen Hagen, Sacha J. van Albada, Markus Diesmann
Pubblicato in: 2018
Editore: na

A model for structured information representation in neural networks

Autori: Michael G. Müller, Christos H. Papadimitriou, Wolfgang Maass, Robert Legenstein
Pubblicato in: 2019
Editore: na

Multi-area-model

Autori: Schmidt M.
Pubblicato in: 2018
Editore: Github

Neurorobotic Mouse (NeRmo) V4.1

Autori: Lucas, P. ; Morin, F. O. ; Conradt, J. ; Knoll, A.
Pubblicato in: 2020
Editore: Technische Universität München
DOI: 10.14459/2020md1540519

Vorbild Natur. Wie Maschinen das Lernen lernen

Autori: Johannes Schemmel
Pubblicato in: 2019
Editore: Forschungsmagazin Ruperto Carola
DOI: 10.17885/heiup.ruca.2019.15.24099

Optogenetic vision restoration with high resolution

Autori: U. Ferrari, S. Deny, A. Sengupta, R. Caplette, J.A. Sahel, D. Dalkara, S. Picaud, J. Duebel, O. Marre
Pubblicato in: 2018
Editore: N/A
DOI: 10.1101/470773

Design of a Biomimetic Rodent Robot

Autori: Peer Lucas, Florian Walter, Alois Knoll
Pubblicato in: 2018
Editore: Technische Universität München, Institut für Informatik
DOI: 10.14459/2018md1464578

An efficient analytical reduction of nonlinear detailed neuron models

Autori: Oren Amsalem, Guy Eyal, Noa Rogozinski, Idan Segev
Pubblicato in: BioRxiv, 2018
Editore: Cold Spring Harbor Laboratory
DOI: 10.1101/506485

Whole-neuron synaptic mapping reveals local balance between excitatory and inhibitory synapse organization

Autori: Daniel Maxim Iascone, Yujie Li, Uygar Sumbul, Michael Doron, Hanbo Chen, Valentine Andreu, Finola Goudy, Idan Segev, Hanchuan Peng, Franck Polleux
Pubblicato in: 2018
Editore: Cold Spring Harbor Laborator
DOI: 10.1101/395384

A mesoscopic layered cortical network model for spiking activity and local field potentials

Autori: Johanna Senk, Espen Hagen, Sacha J. van Albada, Markus Diesmann
Pubblicato in: 2018
Editore: N/A
DOI: 10.12751/nncn.bc2018.0163

Diritti di proprietà intellettuale

A SENSORY INFORMATION COMPLIANT SPINAL CORD STIMULATION SYSTEM FOR THE REHABILITATION OF MOTOR FUNCTIONS

Numero candidatura/pubblicazione: EP 17826212
Data: 2017-12-19

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