NEuromorphic Reconfigurable Integrated photonic Circuits as artificial image processor

Rezultaty

Project web site - to be continuously updated

Design, launch and update of the Project's webpage

2nd project press release
1st project press release

Publikacje

Photonic Neuromorphic Accelerators for Event-Based Imaging Flow Cytometry

Autorzy: Ioannis Tsilikas, Aris Tsirigotis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris, Christoph Posch, Gerd Van den Branden, Charis Mesaritakis
Opublikowane w: arxiv, 2024, ISSN 2331-8422
Wydawca: arxiv
DOI: 10.48550/arxiv.2404.10564

Training a spiking neural network on an event-based label-free flow cytometry dataset

Autorzy: Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman
Opublikowane w: Arxiv, 2023, ISSN 2331-8422
Wydawca: Arxiv

Photonic Neuromorphic Accelerator for Convolutional Neural Networks based on an Integrated Reconfigurable Mesh

Autorzy: Aris Tsirigotis, Gerge Sarantoglou, Stavros Deligiannidis, Erica Sanchez, Ana Gutierrez, Adonis Bogris, Jose Capmany, Charis Mesaritakis
Opublikowane w: arxiv, 2024, ISSN 2331-8422
Wydawca: arxiv

Learning to Detect Objects with a 1 Megapixel Event Camera

Autorzy: Perot, Etienne; de Tournemire, Pierre; Nitti, Davide; Masci, Jonathan; Sironi, Amos
Opublikowane w: arxiv, 2020, ISSN 2331-8422
Wydawca: Arxiv
DOI: 10.48550/arxiv.2009.13436

Integrated Photonic Accelerator Based on Optical Spectrum Slicing for Convolutional Neural Networks

Autorzy: Tsirigotis, Aris; Sarantoglou, George; Deligiannidis, Stavros; Sozos, Kostas; Bogris, Adonis; Mesaritakis, Charis
Opublikowane w: arxiv, 2023, ISSN 2331-8422
Wydawca: arxiv
DOI: 10.48550/arxiv.2303.10357

Optical Implementation of 2 × 2 Universal Unitary Matrix Transformations

Autorzy: Andrés Macho‐Ortiz, Daniel Pérez‐López, José Capmany
Opublikowane w: Laser & Photonics Reviews, Numer 15/7, 2021, Strona(/y) 2000473, ISSN 1863-8880
Wydawca: Wiley - VCH Verlag GmbH & CO. KGaA
DOI: 10.1002/lpor.202000473

RPS15 mutations rewire RNA translation in chronic lymphocytic leukemia

Autorzy: Marina Gerousi; Richard Rosenquist; Richard Rosenquist; Karla Plevová; Stamatia Laidou; Šárka Pospíšilová; Stavroula Ntoufa; Nikos Papakonstantinou; Niki Stavrogianni; Georgios Tsiolas; Kostas Stamatopoulos; Fotis Psomopoulos; Larry Mansouri; Antonios M. Makris; Theodoros Moysiadis; Achilles Anagnostopoulos
Opublikowane w: blood advances, 2021, ISSN 2473-9537
Wydawca: LYMPHOID NEOPLASIA
DOI: 10.1182/bloodadvances.2020001717

Plasmonic ferroelectric modulator monolithically integrated on SiN for 216 GBd data transmission

Autorzy: M. Kohli, D. Chelladurai, A. Messner, Y. Horst, D. Moor, J. Winiger, T. Blatter, T. Buriakova, C. Convertino, F. Eltes, M. Zervas, Y. Fedoryshyn, U. Koch, J. Leuthold
Opublikowane w: Journal of Lightwave Technology (JLT), 2023, ISSN 1558-2213
Wydawca: IEEE

Reconfigurable Activation Functions in Integrated Optical Neural Networks

Autorzy: Rausell-Campo, Jose Roberto; Pérez-López, Daniel
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 1, 2022, ISSN 1558-4542
Wydawca: IEEE
DOI: 10.1109/jstqe.2022.3169833

Photonic Physical Unclonable Function Based on Integrated Neuromorphic Devices

Autorzy: Dimitris Dermanis, Adonis Bogris, Panagiotis Rizomiliotis, and Charis Mesaritakis
Opublikowane w: Journal of Lightwave Technology (JLT), 2022, ISSN 1558-2213
Wydawca: IEEE

Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Autorzy: Muhammed Gouda, Alessio Lugnan, Joni Dambre, Gerd van den Branden, Christoph Posch, Peter Bienstman
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, 2023, ISSN 1558-4542
Wydawca: IEEE

Stem cell factor is implicated in microenvironmental interactions and cellular dynamics of chronic lymphocytic leukemia

Autorzy: """George I. Gavriilidis, Stavroula Ntoufa, Nikos Papakostantinou, Konstantia Kotta, Triantafyllia Koletsa, Elisavet Chartomatsidou, Theodoros Moysiadis, Niki Stavroyianni, Achilles Anagnostopoulos, Eleni Papadaki, Asterios S. Tsiftsoglou, Kostas Stamatopoulos"
Opublikowane w: Haematologica, 2021, ISSN 0390-6078
Wydawca: Ferrata Storti Foundation
DOI: 10.3324/haematol.2019.236513

Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing

Autorzy: Adonis Bogris, Charis Mesaritakis, Stavros Deligiannidis, Pu Li
Opublikowane w: IEEE Journal of Selected Topics in Quantum Electronics, Numer 27/2, 2021, Strona(/y) 1-7, ISSN 1077-260X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2020.3011879

Plasmonic Ferroelectric Modulator Monolithically Integrated on SiN for 216 GBd Data Transmission

Autorzy: M. Kohli; D. Chelladurai; A. Messner; Y. Horst; D. Moor; J. Winiger; T. Blatter; T. Buriakova; C. Convertino; F. Eltes; M. Zervas; Y. Fedoryshyn; U. Koch; J. Leuthold
Opublikowane w: Journal of Lightwave Technology, 2023, ISSN 0733-8724
Wydawca: Optical Society of America
DOI: 10.1109/jlt.2023.3260064

Time-delayed reservoir computing based on a dual-waveband quantum-dot spin polarized vertical cavity surface-emitting laser

Autorzy: M. Skontranis; G. Sarantoglou; A. Bogris; C. Mesaritakis
Opublikowane w: Optcal material express, Numer 1, 2023, ISSN 2159-3930
Wydawca: Optical Society of America
DOI: 10.1364/ome.451585

Performance and Complexity Analysis of i-directional Recurrent Neural Network Models vs. Volterra Nonlinear Equalizers in Digital Coherent Systems

Autorzy: Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Opublikowane w: Journal of Lightwave Technology, 2021, Strona(/y) 1-1, ISSN 0733-8724
Wydawca: Optical Society of America
DOI: 10.1109/jlt.2021.3092415

Modeling amplified arbitrary filtered microwave photonic links and systems

Autorzy: Erica Sánchez, Daniel Pérez-López, Prometheus dasMahapatra, José Capmany
Opublikowane w: Optics Express, Numer 29/10, 2021, Strona(/y) 14757, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.423613

Understanding Monoclonal B Cell Lymphocytosis: An Interplay of Genetic and Microenvironmental Factors

Autorzy: Chrysi Galigalidou; Chrysi Galigalidou; Laura Zaragoza-Infante; Laura Zaragoza-Infante; Anastasia Iatrou; Anastasia Chatzidimitriou; Anastasia Chatzidimitriou; Kostas Stamatopoulos; Kostas Stamatopoulos; Andreas Agathangelidis; Andreas Agathangelidis
Opublikowane w: Frontiers in Oncology, Vol 11 (2021), 2021, ISSN 2234-943X
Wydawca: Frontiers Media S. A.
DOI: 10.3389/fonc.2021.769612

Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing

Autorzy: George Sarantoglou; Adonis Bogris; Charis Mesaritakis; Sergios Theodoridis
Opublikowane w: IEEE selected topics in quantum electronics, 2022, ISSN 1558-4542
Wydawca: IEEE
DOI: 10.1109/jstqe.2022.3183444

Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks

Autorzy: Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis
Opublikowane w: Journal of Lightwave Technology, Numer 38/21, 2020, Strona(/y) 5991-5999, ISSN 0733-8724
Wydawca: Optical Society of America
DOI: 10.1109/jlt.2020.3007919

A ferroelectric multilevel non-volatile photonic phase shifter

Autorzy: Jacqueline Geler-Kremer; Felix Eltes; Pascal Stark; David Stark; Daniele Caimi; Heinz Siegwart; Bert Jan Offrein; Jean Fompeyrine; Stefan Abel
Opublikowane w: Nature Photonics, 2022, ISSN 1749-4893
Wydawca: Springer Nature
DOI: 10.1038/s41566-022-01003-0

Filamentary TaOx/HfO2 ReRAM Devices for Neural Networks Training with Analog In‐Memory Computing

Autorzy: Tommaso Stecconi; Roberto Guido; Luca Berchialla; Antonio La Porta; Jonas Weiss; Youri Popoff; Mattia Halter; Marilyne Sousa; Folkert Horst; Diana Dávila; Ute Drechsler; Regina Dittmann; Bert Jan Offrein; Valeria Bragaglia
Opublikowane w: Advanced Electronic Materials, 2022, ISSN 2199-160X
Wydawca: Wiley
DOI: 10.1002/aelm.202200448

Analog Programmable-Photonic Computation

Autorzy: Andrés Macho-Ortiz, Daniel Pérez-López, José Azaña, José Capmany
Opublikowane w: Laser and Photonics Reviews, 2023, ISSN 1863-8880
Wydawca: Wiley - VCH Verlag GmbH & CO. KGaA

Simulation of Highly Coupled Programmable Photonic Circuits

Autorzy: Sánchez-Gomáriz, Erica; López-Hernández, Aitor; Pérez-López, Daniel
Opublikowane w: IEEE Journal of Lightwave Technology, 2022, ISSN 0733-8724
Wydawca: Optical Society of America
DOI: 10.1109/jlt.2022.3194973

Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

Autorzy: Alessio Lugnan, Emmanuel Gooskens, Jeremy Vatin, Joni Dambre, Peter Bienstman
Opublikowane w: Scientific Reports, Numer 10/1, 2020, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-020-77765-w

Surrogate gradient learning in spiking networks trained on event-based cytometry dataset

Autorzy: Muhammed Gouda; Steven Abreu; Peter Bienstman
Opublikowane w: Optics Express, 2024, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.518323

Analog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm

Autorzy: Tommaso Stecconi, Valeria Bragaglia, Malte J. Rasch, Fabio Carta, Folkert Horst, Donato F. Falcone, Sofieke C. ten Kate, Nanbo Gong, Takashi Ando, Antonis Olziersky, Bert Offrein
Opublikowane w: Nano Letters, 2024, ISSN 1530-6984
Wydawca: American Chemical Society

Optical Implementation of 2 × 2 Universal Unitary Matrix Transformations

Autorzy: Macho-Ortiz, Andrés; Pérez-López, Daniel; Capmany Francoy, José
Opublikowane w: Laser and Photonics Reviews, 2021, ISSN 1863-8899
Wydawca: Wiley
DOI: 10.1002/lpor.202000473

Time-Multiplexed Spiking Convolutional Neural Network Based on VCSELs for Unsupervised Image Classification

Autorzy: Menelaos Skontranis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis
Opublikowane w: Applied Sciences, Numer 11/4, 2021, Strona(/y) 1383, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app11041383

The Calcitriol/Vitamin D Receptor System Regulates Key Immune Signaling Pathways in Chronic Lymphocytic Leukemia

Autorzy: Marina Gerousi; Fotis Psomopoulos; Konstantia Kotta; Maria Tsagiopoulou; Niki Stavroyianni; Achilles Anagnostopoulos; Athanasios Anastasiadis; Maria Gkanidou; Ioannis Kotsianidis; Stavroula Ntoufa; Kostas Stamatopoulos
Opublikowane w: Cancers, 2021, ISSN 2072-6694
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/cancers13020285

Filamentary TaO$_{x}$/HfO$_{2}$ ReRAM Devices for Neural Networks Training with Analog In-Memory Computing

Autorzy: Stecconi, Tommaso; Guido, Roberto; Berchialla, Luca; La Porta, Antonio; Weiss, Jonas; Popoff, Youri; Halter, Mattia; Sousa, Marilyne; Horst, Folkert; Dávila, Diana; Drechsler, Ute; Dittmann, Regina; Offrein, Bert Jan; Bragaglia, Valeria
Opublikowane w: Advanced electronic materials, 2022, ISSN 2199-160X
Wydawca: Wiley
DOI: 10.18154/rwth-2022-07329

Clonotype definitions for immunogenetic studies: proposals from the EuroClonality NGS Working Group

Autorzy: Electra Sofou; Elisavet Vlachonikola; Laura Zaragoza-Infante; Monika Brüggemann; Nikos Darzentas; Patricia J. T. A. Groenen; Michael Hummel; Elizabeth A. Macintyre; Fotis Psomopoulos; Frederic Davi; Anton W. Langerak; Kostas Stamatopoulos
Opublikowane w: Leukemia, 2023, ISSN 1476-5551
Wydawca: springer Nature
DOI: 10.1038/s41375-023-01952-7

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Autorzy: Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre, Peter Bienstman
Opublikowane w: Nature Scientific Reports, 2023, ISSN 2045-2322
Wydawca: Nature Publishing Group

Self-Coherent Receiver Based on a Recurrent Optical Spectrum Slicing Neuromorphic Accelerator

Autorzy: Kostas Sozos, Stavros Deligiannidis, Charis Mesaritakis, and Adonis Bogris
Opublikowane w: IEEE Journal of Lightwave Technology, 2023, ISSN 1558-2213
Wydawca: IEEE
DOI: 10.1109/jlt.2023.3235278

Emerging opportunities and challenges for the future of reservoir computing

Autorzy: Yan, M., Huang, C., Bienstman, P
Opublikowane w: Nature Communications, 2024, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-024-45187-1

Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers–Kronig receiver

Autorzy: Masaad Sarah; Gooskens Emmanuel; Sackesyn Stijn; Dambre Joni; Bienstman Peter
Opublikowane w: NANOPHOTONICS, 2022, ISSN 2192-8614
Wydawca: De Gruyter
DOI: 10.1515/nanoph-2022-0426

High-speed photonic neuromorphic computing using recurrent optical spectrum slicing neural networks

Autorzy: Kostas Sozos; Adonis Bogris; Peter Bienstman; George Sarantoglou; Stavros Deligiannidis; Charis Mesaritakis
Opublikowane w: Communications Engineering - Nature, 2022, ISSN 2731-3395
Wydawca: Spriner Nature
DOI: 10.1038/s44172-022-00024-5

Wavelength dimension in waveguide-based photonic reservoir computing

Autorzy: Gooskens, Emmanuel; Laporte, Floris; Ma, Chonghuai; Sackesyn, Stijn; Dambre, Joni; Bienstman, Peter
Opublikowane w: OPTICS EXPRESS, 2022, ISSN 1094-4087
Wydawca: Optical Society of America
DOI: 10.1364/oe.455774

Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator

Autorzy: Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, Adonis Bogris
Opublikowane w: Neuromorphic Computing and Engineering, 2023, ISSN 2634-4386
Wydawca: IOP

Recurrent Neural Networks and Recurrent Optical Spectrum Slicers as Equalizers in High Symbol Rate Optical Transmission Systems

Autorzy: Kostas Sozos, Stavros Deligiannidis, George Sarantoglou, Charis Mesaritakis, Adonis Bogris
Opublikowane w: Journal of Lightwave Technology (JLT), 2023, ISSN 1558-2213
Wydawca: IEEE

Programmable RF Receiver Related On-Chip Photonic Processor

Autorzy: Dong Liang, José Capmany, Daniel Pérez,Prometheus Dasmahapatra,Qinggui Tan,Xiaojun Li, Li Li, Yong Liu
Opublikowane w: IEEE Photonics Journal, 2021, ISSN 1943-0655
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jphot.2021.3052982

Experimental demonstration of an extreme learning machine based on Fabry Perot lasers for parallel neuromorphic processing.

Autorzy: George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, and Adonis Bogris
Opublikowane w: Optical Fiber Communication Conference 2022, 2022
Wydawca: Optica

Photonic Spiking Convolutional Neural Networks for High-Speed Image Processing

Autorzy: Menelaos Skontranis, George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Opublikowane w: IEEE Summer Topical Meetings, 2021
Wydawca: IEEE
DOI: 10.1109/sum48717.2021.9505862

Micro-Ring-Resonator Based Passive Photonic Spike-Time-Dependent-Plasticity Scheme for Unsupervised Learning in Optical Neural Networks

Autorzy: Charis Mesaritakis, Menelaos Skontranis, George Sarantoglou, Adonis Bogris
Opublikowane w: Optical Fiber Communication Conference (OFC) 2020, 2020, Strona(/y) T4C.2, ISBN 978-1-943580-71-2
Wydawca: OSA
DOI: 10.1364/ofc.2020.t4c.2

BTO-enhanced silicon photonics–a scalable PIC platform with ultra-efficient electro-optical modulation

Autorzy: Lukas Czornomaz, Stefan Abel
Opublikowane w: Optical Fiber Communication Conference 2022, 2022
Wydawca: Optica

Electro-optic frequency-comb generation in monolithically integrated, low-loss barium titanate waveguides

Autorzy: Charles Möhl, Clarissa Convertino, Felix Eltes, Paul Seidler
Opublikowane w: Conference on Lasers and Electro-Optics (CLEO) 2022, 2022
Wydawca: Optica

Bayesian Training in Reconfigurable Photonic Neuromorphic Meshes

Autorzy: Charis Mesaritakis, George Sarantoglou, Adonis Bogris
Opublikowane w: IEEE Workshop on Complexity in Engineering (COMPENG) 2022, 2022
Wydawca: IEEE

"A memristor-controlled multilevel non-volatile phase shifter for photonicintegrated circuits"""

Autorzy: Ludovico Carraria Martinotti, Felix Hermann, Tommaso Stecconi, Antonio La Porta, Folkert Horst, Valeria Bragaglia, Bert Jan Offrein
Opublikowane w: European Conference on Integrated Optics, 2023
Wydawca: Optica

Role of Conductive-Metal-Oxide to HfOx, Interfacial Layer on the Switching Properties of Bilayer TaOx/HfOx ReRAM

Autorzy: T. Stecconi, Y. Popoff, R. Guido, D. Falcone, M. Halter, M. Sousa, F. Horst, A. La Porta, B.J. Offrein, V. Bragaglia
Opublikowane w: IEEE 52nd European Solid-State Device Research Conference (ESSDERC), 2022
Wydawca: IEEE
DOI: 10.1109/essderc55479.2022.9947195

Photonic Neuromorphic Accelerator Combined with an Event-Based Neuromorphic Camera for High-Speed Object Classification

Autorzy: Aris Tsirigotis, Ioannis Tsilikas, Kostas Sozos, Adonis Bogris, and Charis Mesaritakis
Opublikowane w: European Quantum Electronics Conference 2023, 2023
Wydawca: Optica

Large-scale Programmable Integrated Photonic Circuits: From Microwave Photonics to Optical Computing

Autorzy: Daniel Pérez-López
Opublikowane w: Optical Fiber Communications Conference and Exhibition (OFC), 2022
Wydawca: Optica

200 Gbit/s Barium Titanate Modulator Using Weakly Guided Plasmonic Modes

Autorzy: Chelladurai, Daniel; id_orcid0000-0003-3877-600X; Kohli, Manuel; Bitachon, Bertold Ian; id_orcid0000-0002-0841-9389; Kulmer, Laurenz; id_orcid0000-0001-9414-6497; Blatter, Tobias; Moor, David; id_orcid0000-0002-0930-4604; Winiger, Joel; Messner, Andreas; id_orcid0000-0002-7849-9644; Convertino, Clarissa; Eltes, Felix; Fedoryshyn, Yuriy; Leuthold, Juerg; id_orcid0000-0003-0111-8169
Opublikowane w: Optical Fiber Conference, 2023
Wydawca: Optica
DOI: 10.1364/ofc.2023.tu3c.3

Training a spiking neural network on an event-based label-free flow cytometry dataset

Autorzy: Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman
Opublikowane w: IEEE Benelux Photonics Symposium, 2023
Wydawca: IEEE

Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators

Autorzy: Charis Mesaritakis; Adonis Bogris; Dimitris Dermanis; Kostas Sozos
Opublikowane w: Optical Fiber Conference, 2021
Wydawca: Optica/IEEE
DOI: 10.1364/ofc.2021.tu1h.2

Coherent Optical Computing in Silicon Photonics

Autorzy: P. Bienstman, A. Lugnan, C. Ma, S. Sackesyn, E. Gooskens, S. Masaad, M. Gouda, R. De Prins
Opublikowane w: Coherent Network Computing 2022 (CNC), 2022
Wydawca: CNC

Photonic Reservoir Computing for Wavelength Multiplexed Nonlinear Fiber Distortion Mitigation

Autorzy: Emmanuel Gooskens, Stijn Sackesyn, Sarah Masaad, Joni Dambre, Peter Bienstman
Opublikowane w: IEEE Silicon Photonics Conference (SiPhotonics), 2023
Wydawca: IEEE

A Non-Volatile Optical Memory in Silicon Photonics

Autorzy: Geler-Kremer, Jacqueline and Eltes, Felix and Stark, Pascal and Sharma, Ankita and Caimi, Daniele and Offrein, Bert Jan and Fompeyrine, Jean and Abel, Stefan
Opublikowane w: 2021 Optical Fiber Communications Conference and Exhibition (OFC), 2021
Wydawca: Optical Fiber Communications Conference and Exhibition (OFC)
DOI: 10.1364/ofc.2021.th4i.2

Photonic Reservoir Computing for Nonlinear Equalization of 64-QAM Signals with a Kramers-Kronig Receiver

Autorzy: Sarah Masaad, Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre, and Peter Bienstman
Opublikowane w: European Conference and Exhibition on Optical Communication 2022, 2023
Wydawca: Optica

Nearest Unitary and Toeplitz matrix techniques for adaptation of Deep Learning models in photonic FPGA

Autorzy: Agrafiotis, Georgios; Makri, Eftychia; Kalamaras, Ilias; Lalas, Antonios; Votis, Konstantinos; Tzovaras, Dimitrios
Opublikowane w: Proceedings of the Northern Lights Deep Learning Workshop, Numer 1, 2023
Wydawca: Proceedings of the Northern Lights Deep Learning Workshop
DOI: 10.7557/18.6825

Machine Learning and Neuromorphic Computing Approaches for the mitigation of transmission impairments in high baud rate transmission systems

Autorzy: Adonis Bogris, Kostas Sozos, Stavros Deligiannidis, George Sarantoglou, and Charis Mesaritakis
Opublikowane w: European Conference and Exhibition on Optical Communication 2022, 2022
Wydawca: Optica

Neuromorphic Integrated Photonics as Hardware Accelerators for Ultra-high Speed Telecom and Imaging Applications

Autorzy: Adonis Bogris, Kostas Sozos, Aris Tsirigotis, and Charis Mesaritakis
Opublikowane w: Photonics in Switching and Computing, 2021
Wydawca: Optica
DOI: 10.1364/psc.2021.w1c.2

Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits

Autorzy: Eftychia Makri; Georgios Agrafiotis; Ilias Kalamaras; Antonios Lalas; Konstantinos Votis; Dimitrios Tzovaras
Opublikowane w: 2022 Data Compression Conference, 2022
Wydawca: IEEE
DOI: 10.1109/dcc52660.2022.00081

Spectrotemporally Multiplexed Reservoir Computing Based on a Multimode Fabry Perot Laser.

Autorzy: Menelaos Skontranis, George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Opublikowane w: European Conference and Exhibition on Optical Communication 2022, 2022
Wydawca: Optica

Pockels Coefficients in Thin-Film Barium Titanate and Lithium Niobate up to 300 GHz

Autorzy: Daniel Chelladurai, Manuel Kohli, Yannik Horst, Joel Winiger, David Moor, Tobias Blatter, Laurenz Kulmer, Marco Eppenberger, Andreas Messner, Clarissa Convertino, Felix Eltes, Yuriy Fedoryshyn, Juerg Leuthold
Opublikowane w: Conference on Lasers and Electro-Optics (CLEO) 2023, 2023
Wydawca: Optica

Filter-based photonic reservoir computing as a key-enabling platform for all-optical, high-speed processing of time-stretched images and telecomm data

Autorzy: Aris Tsirigotis, Ioannis Tsilikas, Kostas Sozos, Adonis Bogris, Charis Mesaritakis
Opublikowane w: AI and Optical Sciences III, 2022
Wydawca: SPIE

Automatic Self-calibration of Programmable Photonic Processors

Autorzy: Aitor López-Hernández, Mikel Gutiérrez-Zubillaga, Daniel Pérez-López
Opublikowane w: IEEE Photonics Conference 2022, 2022
Wydawca: IEEE

216 GBd Plasmonic Ferroelectric Modulator Monolithically Integrated on Silicon Nitride

Autorzy: Manuel Kohli, Daniel Chelladurai, Andreas Messner, Yannik Horst, David Moor, Joel Winiger, Tobias Blatter, Tatiana Buriakova, Clarissa Convertino, Felix Eltes, Michael Zervas, Yuriy Fedoryshyn, Ueli Koch, and Juerg Leuthold
Opublikowane w: European Conference and Exhibition on Optical Communications 2022, 2022
Wydawca: Optica

Event-based vision for improved classification accuracy in label-free flow cytometry

Autorzy: Muhammed Gouda, Alessio Lugnan, Joni Dambre, Gerd Van den Branden, Christoph Posch, Peter Bienstman
Opublikowane w: IEEE Photonics Benelux Annual Symposium, 2022
Wydawca: IEEE

Learning to Detect Objects with a 1 Megapixel Event Camera

Autorzy: Perot, Etienne; de Tournemire, Pierre; Nitti, Davide; Masci, Jonathan; Sironi, Amos
Opublikowane w: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Numer 33, 2020, Strona(/y) 16639--16652
Wydawca: Curran Associates, Inc.

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