NEuromorphic Reconfigurable Integrated photonic Circuits as artificial image processor

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Project web site - to be continuously updated

Design, launch and update of the Project's webpage

2nd project press release
1st project press release

Publications

Photonic Neuromorphic Accelerators for Event-Based Imaging Flow Cytometry

Auteurs: Ioannis Tsilikas, Aris Tsirigotis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris, Christoph Posch, Gerd Van den Branden, Charis Mesaritakis
Publié dans: arxiv, 2024, ISSN 2331-8422
Éditeur: arxiv
DOI: 10.48550/arxiv.2404.10564

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

Auteurs: Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman
Publié dans: Arxiv, 2023, ISSN 2331-8422
Éditeur: Arxiv

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

Auteurs: Aris Tsirigotis, Gerge Sarantoglou, Stavros Deligiannidis, Erica Sanchez, Ana Gutierrez, Adonis Bogris, Jose Capmany, Charis Mesaritakis
Publié dans: arxiv, 2024, ISSN 2331-8422
Éditeur: arxiv

Learning to Detect Objects with a 1 Megapixel Event Camera

Auteurs: Perot, Etienne; de Tournemire, Pierre; Nitti, Davide; Masci, Jonathan; Sironi, Amos
Publié dans: arxiv, 2020, ISSN 2331-8422
Éditeur: Arxiv
DOI: 10.48550/arxiv.2009.13436

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

Auteurs: Tsirigotis, Aris; Sarantoglou, George; Deligiannidis, Stavros; Sozos, Kostas; Bogris, Adonis; Mesaritakis, Charis
Publié dans: arxiv, 2023, ISSN 2331-8422
Éditeur: arxiv
DOI: 10.48550/arxiv.2303.10357

Optical Implementation of 2 × 2 Universal Unitary Matrix Transformations

Auteurs: Andrés Macho‐Ortiz, Daniel Pérez‐López, José Capmany
Publié dans: Laser & Photonics Reviews, Numéro 15/7, 2021, Page(s) 2000473, ISSN 1863-8880
Éditeur: Wiley - VCH Verlag GmbH & CO. KGaA
DOI: 10.1002/lpor.202000473

RPS15 mutations rewire RNA translation in chronic lymphocytic leukemia

Auteurs: 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
Publié dans: blood advances, 2021, ISSN 2473-9537
Éditeur: LYMPHOID NEOPLASIA
DOI: 10.1182/bloodadvances.2020001717

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

Auteurs: 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
Publié dans: Journal of Lightwave Technology (JLT), 2023, ISSN 1558-2213
Éditeur: IEEE

Reconfigurable Activation Functions in Integrated Optical Neural Networks

Auteurs: Rausell-Campo, Jose Roberto; Pérez-López, Daniel
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, Numéro 1, 2022, ISSN 1558-4542
Éditeur: IEEE
DOI: 10.1109/jstqe.2022.3169833

Photonic Physical Unclonable Function Based on Integrated Neuromorphic Devices

Auteurs: Dimitris Dermanis, Adonis Bogris, Panagiotis Rizomiliotis, and Charis Mesaritakis
Publié dans: Journal of Lightwave Technology (JLT), 2022, ISSN 1558-2213
Éditeur: IEEE

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

Auteurs: Muhammed Gouda, Alessio Lugnan, Joni Dambre, Gerd van den Branden, Christoph Posch, Peter Bienstman
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, 2023, ISSN 1558-4542
Éditeur: IEEE

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

Auteurs: """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"
Publié dans: Haematologica, 2021, ISSN 0390-6078
Éditeur: Ferrata Storti Foundation
DOI: 10.3324/haematol.2019.236513

Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing

Auteurs: Adonis Bogris, Charis Mesaritakis, Stavros Deligiannidis, Pu Li
Publié dans: IEEE Journal of Selected Topics in Quantum Electronics, Numéro 27/2, 2021, Page(s) 1-7, ISSN 1077-260X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstqe.2020.3011879

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

Auteurs: 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
Publié dans: Journal of Lightwave Technology, 2023, ISSN 0733-8724
Éditeur: 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

Auteurs: M. Skontranis; G. Sarantoglou; A. Bogris; C. Mesaritakis
Publié dans: Optcal material express, Numéro 1, 2023, ISSN 2159-3930
Éditeur: 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

Auteurs: Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Publié dans: Journal of Lightwave Technology, 2021, Page(s) 1-1, ISSN 0733-8724
Éditeur: Optical Society of America
DOI: 10.1109/jlt.2021.3092415

Modeling amplified arbitrary filtered microwave photonic links and systems

Auteurs: Erica Sánchez, Daniel Pérez-López, Prometheus dasMahapatra, José Capmany
Publié dans: Optics Express, Numéro 29/10, 2021, Page(s) 14757, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.423613

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

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

Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing

Auteurs: George Sarantoglou; Adonis Bogris; Charis Mesaritakis; Sergios Theodoridis
Publié dans: IEEE selected topics in quantum electronics, 2022, ISSN 1558-4542
Éditeur: IEEE
DOI: 10.1109/jstqe.2022.3183444

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

Auteurs: Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis
Publié dans: Journal of Lightwave Technology, Numéro 38/21, 2020, Page(s) 5991-5999, ISSN 0733-8724
Éditeur: Optical Society of America
DOI: 10.1109/jlt.2020.3007919

A ferroelectric multilevel non-volatile photonic phase shifter

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

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

Auteurs: 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
Publié dans: Advanced Electronic Materials, 2022, ISSN 2199-160X
Éditeur: Wiley
DOI: 10.1002/aelm.202200448

Analog Programmable-Photonic Computation

Auteurs: Andrés Macho-Ortiz, Daniel Pérez-López, José Azaña, José Capmany
Publié dans: Laser and Photonics Reviews, 2023, ISSN 1863-8880
Éditeur: Wiley - VCH Verlag GmbH & CO. KGaA

Simulation of Highly Coupled Programmable Photonic Circuits

Auteurs: Sánchez-Gomáriz, Erica; López-Hernández, Aitor; Pérez-López, Daniel
Publié dans: IEEE Journal of Lightwave Technology, 2022, ISSN 0733-8724
Éditeur: Optical Society of America
DOI: 10.1109/jlt.2022.3194973

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

Auteurs: Alessio Lugnan, Emmanuel Gooskens, Jeremy Vatin, Joni Dambre, Peter Bienstman
Publié dans: Scientific Reports, Numéro 10/1, 2020, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-020-77765-w

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

Auteurs: Muhammed Gouda; Steven Abreu; Peter Bienstman
Publié dans: Optics Express, 2024, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.518323

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

Auteurs: 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
Publié dans: Nano Letters, 2024, ISSN 1530-6984
Éditeur: American Chemical Society

Optical Implementation of 2 × 2 Universal Unitary Matrix Transformations

Auteurs: Macho-Ortiz, Andrés; Pérez-López, Daniel; Capmany Francoy, José
Publié dans: Laser and Photonics Reviews, 2021, ISSN 1863-8899
Éditeur: Wiley
DOI: 10.1002/lpor.202000473

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

Auteurs: Menelaos Skontranis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis
Publié dans: Applied Sciences, Numéro 11/4, 2021, Page(s) 1383, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app11041383

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

Auteurs: Marina Gerousi; Fotis Psomopoulos; Konstantia Kotta; Maria Tsagiopoulou; Niki Stavroyianni; Achilles Anagnostopoulos; Athanasios Anastasiadis; Maria Gkanidou; Ioannis Kotsianidis; Stavroula Ntoufa; Kostas Stamatopoulos
Publié dans: Cancers, 2021, ISSN 2072-6694
Éditeur: 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

Auteurs: 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
Publié dans: Advanced electronic materials, 2022, ISSN 2199-160X
Éditeur: Wiley
DOI: 10.18154/rwth-2022-07329

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

Auteurs: 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
Publié dans: Leukemia, 2023, ISSN 1476-5551
Éditeur: 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

Auteurs: Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre, Peter Bienstman
Publié dans: Nature Scientific Reports, 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group

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

Auteurs: Kostas Sozos, Stavros Deligiannidis, Charis Mesaritakis, and Adonis Bogris
Publié dans: IEEE Journal of Lightwave Technology, 2023, ISSN 1558-2213
Éditeur: IEEE
DOI: 10.1109/jlt.2023.3235278

Emerging opportunities and challenges for the future of reservoir computing

Auteurs: Yan, M., Huang, C., Bienstman, P
Publié dans: Nature Communications, 2024, ISSN 2041-1723
Éditeur: 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

Auteurs: Masaad Sarah; Gooskens Emmanuel; Sackesyn Stijn; Dambre Joni; Bienstman Peter
Publié dans: NANOPHOTONICS, 2022, ISSN 2192-8614
Éditeur: De Gruyter
DOI: 10.1515/nanoph-2022-0426

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

Auteurs: Kostas Sozos; Adonis Bogris; Peter Bienstman; George Sarantoglou; Stavros Deligiannidis; Charis Mesaritakis
Publié dans: Communications Engineering - Nature, 2022, ISSN 2731-3395
Éditeur: Spriner Nature
DOI: 10.1038/s44172-022-00024-5

Wavelength dimension in waveguide-based photonic reservoir computing

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

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

Auteurs: Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, Adonis Bogris
Publié dans: Neuromorphic Computing and Engineering, 2023, ISSN 2634-4386
Éditeur: IOP

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

Auteurs: Kostas Sozos, Stavros Deligiannidis, George Sarantoglou, Charis Mesaritakis, Adonis Bogris
Publié dans: Journal of Lightwave Technology (JLT), 2023, ISSN 1558-2213
Éditeur: IEEE

Programmable RF Receiver Related On-Chip Photonic Processor

Auteurs: Dong Liang, José Capmany, Daniel Pérez,Prometheus Dasmahapatra,Qinggui Tan,Xiaojun Li, Li Li, Yong Liu
Publié dans: IEEE Photonics Journal, 2021, ISSN 1943-0655
Éditeur: 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.

Auteurs: George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, and Adonis Bogris
Publié dans: Optical Fiber Communication Conference 2022, 2022
Éditeur: Optica

Photonic Spiking Convolutional Neural Networks for High-Speed Image Processing

Auteurs: Menelaos Skontranis, George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Publié dans: IEEE Summer Topical Meetings, 2021
Éditeur: 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

Auteurs: Charis Mesaritakis, Menelaos Skontranis, George Sarantoglou, Adonis Bogris
Publié dans: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) T4C.2, ISBN 978-1-943580-71-2
Éditeur: OSA
DOI: 10.1364/ofc.2020.t4c.2

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

Auteurs: Lukas Czornomaz, Stefan Abel
Publié dans: Optical Fiber Communication Conference 2022, 2022
Éditeur: Optica

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

Auteurs: Charles Möhl, Clarissa Convertino, Felix Eltes, Paul Seidler
Publié dans: Conference on Lasers and Electro-Optics (CLEO) 2022, 2022
Éditeur: Optica

Bayesian Training in Reconfigurable Photonic Neuromorphic Meshes

Auteurs: Charis Mesaritakis, George Sarantoglou, Adonis Bogris
Publié dans: IEEE Workshop on Complexity in Engineering (COMPENG) 2022, 2022
Éditeur: IEEE

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

Auteurs: Ludovico Carraria Martinotti, Felix Hermann, Tommaso Stecconi, Antonio La Porta, Folkert Horst, Valeria Bragaglia, Bert Jan Offrein
Publié dans: European Conference on Integrated Optics, 2023
Éditeur: Optica

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

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

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

Auteurs: Aris Tsirigotis, Ioannis Tsilikas, Kostas Sozos, Adonis Bogris, and Charis Mesaritakis
Publié dans: European Quantum Electronics Conference 2023, 2023
Éditeur: Optica

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

Auteurs: Daniel Pérez-López
Publié dans: Optical Fiber Communications Conference and Exhibition (OFC), 2022
Éditeur: Optica

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

Auteurs: 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
Publié dans: Optical Fiber Conference, 2023
Éditeur: Optica
DOI: 10.1364/ofc.2023.tu3c.3

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

Auteurs: Muhammed Gouda, Steven Abreu, Alessio Lugnan, Peter Bienstman
Publié dans: IEEE Benelux Photonics Symposium, 2023
Éditeur: IEEE

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

Auteurs: Charis Mesaritakis; Adonis Bogris; Dimitris Dermanis; Kostas Sozos
Publié dans: Optical Fiber Conference, 2021
Éditeur: Optica/IEEE
DOI: 10.1364/ofc.2021.tu1h.2

Coherent Optical Computing in Silicon Photonics

Auteurs: P. Bienstman, A. Lugnan, C. Ma, S. Sackesyn, E. Gooskens, S. Masaad, M. Gouda, R. De Prins
Publié dans: Coherent Network Computing 2022 (CNC), 2022
Éditeur: CNC

Photonic Reservoir Computing for Wavelength Multiplexed Nonlinear Fiber Distortion Mitigation

Auteurs: Emmanuel Gooskens, Stijn Sackesyn, Sarah Masaad, Joni Dambre, Peter Bienstman
Publié dans: IEEE Silicon Photonics Conference (SiPhotonics), 2023
Éditeur: IEEE

A Non-Volatile Optical Memory in Silicon Photonics

Auteurs: 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
Publié dans: 2021 Optical Fiber Communications Conference and Exhibition (OFC), 2021
Éditeur: 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

Auteurs: Sarah Masaad, Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre, and Peter Bienstman
Publié dans: European Conference and Exhibition on Optical Communication 2022, 2023
Éditeur: Optica

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

Auteurs: Agrafiotis, Georgios; Makri, Eftychia; Kalamaras, Ilias; Lalas, Antonios; Votis, Konstantinos; Tzovaras, Dimitrios
Publié dans: Proceedings of the Northern Lights Deep Learning Workshop, Numéro 1, 2023
Éditeur: 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

Auteurs: Adonis Bogris, Kostas Sozos, Stavros Deligiannidis, George Sarantoglou, and Charis Mesaritakis
Publié dans: European Conference and Exhibition on Optical Communication 2022, 2022
Éditeur: Optica

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

Auteurs: Adonis Bogris, Kostas Sozos, Aris Tsirigotis, and Charis Mesaritakis
Publié dans: Photonics in Switching and Computing, 2021
Éditeur: Optica
DOI: 10.1364/psc.2021.w1c.2

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

Auteurs: Eftychia Makri; Georgios Agrafiotis; Ilias Kalamaras; Antonios Lalas; Konstantinos Votis; Dimitrios Tzovaras
Publié dans: 2022 Data Compression Conference, 2022
Éditeur: IEEE
DOI: 10.1109/dcc52660.2022.00081

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

Auteurs: Menelaos Skontranis, George Sarantoglou, Adonis Bogris, Charis Mesaritakis
Publié dans: European Conference and Exhibition on Optical Communication 2022, 2022
Éditeur: Optica

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

Auteurs: 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
Publié dans: Conference on Lasers and Electro-Optics (CLEO) 2023, 2023
Éditeur: Optica

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

Auteurs: Aris Tsirigotis, Ioannis Tsilikas, Kostas Sozos, Adonis Bogris, Charis Mesaritakis
Publié dans: AI and Optical Sciences III, 2022
Éditeur: SPIE

Automatic Self-calibration of Programmable Photonic Processors

Auteurs: Aitor López-Hernández, Mikel Gutiérrez-Zubillaga, Daniel Pérez-López
Publié dans: IEEE Photonics Conference 2022, 2022
Éditeur: IEEE

216 GBd Plasmonic Ferroelectric Modulator Monolithically Integrated on Silicon Nitride

Auteurs: 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
Publié dans: European Conference and Exhibition on Optical Communications 2022, 2022
Éditeur: Optica

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

Auteurs: Muhammed Gouda, Alessio Lugnan, Joni Dambre, Gerd Van den Branden, Christoph Posch, Peter Bienstman
Publié dans: IEEE Photonics Benelux Annual Symposium, 2022
Éditeur: IEEE

Learning to Detect Objects with a 1 Megapixel Event Camera

Auteurs: Perot, Etienne; de Tournemire, Pierre; Nitti, Davide; Masci, Jonathan; Sironi, Amos
Publié dans: Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Numéro 33, 2020, Page(s) 16639--16652
Éditeur: Curran Associates, Inc.

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