Serge Massar

58 papers A* 3B 3C 1Misc 2Journal 40Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Equilibrium Propagation for Non-Conservative Systems.
CoRR
Antonino Emanuele Scurria, Dimitri Vanden Abeele, Bortolo Matteo Mognetti, Serge Massar
2025 J jnl
Deep Photonic Reservoir Computer for Speech Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Enrico Picco, Alessandro Lupo, Serge Massar
2025 J jnl
Equilibrium Propagation for Learning in Lagrangian Dynamical Systems.
CoRR
Serge Massar
2025 J jnl
Roadmap on Neuromorphic Photonics.
CoRR
Daniel Brunner, Bhavin J. Shastri, Mohammed Al-Qadasi, Hitesh Ballani, Sylvain Barbay, Stefano Biasi, Peter Bienstman, Simon Bilodeau, Wim Bogaerts, Fabian Böhm, Grace Brennan, Sonia M. Buckley, Xinlun Cai, Marcello Calvanese Strinati, Burcu Canakci, Benoît Charbonnier, Mario Chemnitz, Yitong Chen, Stanley Cheung, Jeff Chiles, Suyeon Choi, Demetrios N. Christodoulides, Lukas Chrostowski, Jiaqi Chu, James H. Clegg, Daniel Cletheroe, Claudio Conti, Qionghai Dai, Luigi Di Lauro, Nikolaos-Panteleimon Diamantopoulos, Niyazi Ulas Dinç, Jacob Ewaniuk, Shanhui Fan, Lu Fang, Riccardo Franchi, Pedro J. Freire, Silvia Gentilini, Sylvain Gigan, Gian Luca Giorgi, Christos Gkantsidis, Jannes Gladrow, Elena Goi, M. Goldmann, A. Grabulosa, Min Gu, Xianxin Guo, Matej Hejda, Folkert Horst, Jih-Liang Hsieh, Jianqi Hu, Juejun Hu, Chaoran Huang, Antonio Hurtado, Lina Jaurigue, Kirill P. Kalinin, Morteza Kamalian-Kopae, Douglas J. Kelly, Mercedeh Khajavikhan, Heiner Kremer, Jérémie Laydevant, Joshua Lederman, Jongheon Lee, Daan Lenstra, Gordon H. Y. Li, Mo Li, Yuhang Li, Xing Lin, Zhongjin Lin, Mieszko Lis, Kathy Lüdge, Alessio Lugnan, Alessandro Lupo, A. I. Lvovsky, Egor Manuylovich, Alireza Marandi, Federico Marchesin, Serge Massar, Adam N. McCaughan, Peter L. McMahon, Miltiadis Moralis-Pegios, Roberto Morandotti, Christophe Moser, David J. Moss, Avilash Mukherjee, Mahdi Nikdast, Bert J. Offrein, Ilker Oguz, Bakhrom G. Oripov, Greg O'Shea, Aydogan Ozcan, Francesca Parmigiani, Sudeep Pasricha, Fabio Pavanello, Lorenzo Pavesi, Nicola Peserico, Lucinda Pickup, Davide Pierangeli, Nikos Pleros, Xavier Porte, Bryce A. Primavera
2024 J jnl
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input.
CoRR
Enrico Picco, Lina Jaurigue, Kathy Lüdge, Serge Massar
2024 J jnl
Equilibrium Propagation: the Quantum and the Thermal Cases.
CoRR
Serge Massar, Bortolo Matteo Mognetti
2024 J jnl
Quantum-inspired classification based on quantum state discrimination.
Quantum Mach. Intell.
Emmanuel Zambrini Cruzeiro, Christine De Mol, Serge Massar, Stefano Pironio
2023 J jnl
Deep Photonic Reservoir Computer for Speech Recognition.
CoRR
Enrico Picco, Alessandro Lupo, Serge Massar
2023 J jnl
Fully analog photonic deep Reservoir Computer based on frequency multiplexing.
CoRR
Alessandro Lupo, Enrico Picco, Marina Zajnulina, Serge Massar
2023 J jnl
High Speed Human Action Recognition using a Photonic Reservoir Computer.
CoRR
Enrico Picco, Piotr Antonik, Serge Massar
2023 J jnl
High speed human action recognition using a photonic reservoir computer.
Neural Networks
Enrico Picco, Piotr Antonik, Serge Massar
2023 Misc conf
Numerical Analysis of a Self-Calibrating Time-Spatial Interleaving Photonic Convolutional Accelerator.
PSC
Tigers Jonuzi, Sarah Masaad, Alessandro Lupo, J. David Doménech Gomez, Peter Bienstman, Serge Massar
2023 B conf
Real-Time Photonic Deep Reservoir Computing for Speech Recognition.
IJCNN
Enrico Picco, Serge Massar
2023 J jnl
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach.
CoRR
Marina Zajnulina, Alessandro Lupo, Serge Massar
2021 J jnl
Characterising the intersection of QMA and coQMA.
Quantum Inf. Process.
Serge Massar, Miklos Santha
2021 J jnl
Photonic Extreme Learning Machine based on frequency multiplexing.
CoRR
Alessandro Lupo, Lorenz Butschek, Serge Massar
2021 J jnl
Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation.
Entropy
Jaël Pauwels, Guy van der Sande, Guy Verschaffelt, Serge Massar
2021 J jnl
Total functions in QMA.
Quantum Inf. Process.
Serge Massar, Miklos Santha
2020 J jnl
Online training for high-performance analogue readout layers in photonic reservoir computers.
CoRR
Piotr Antonik, Marc Haelterman, Serge Massar
2020 J jnl
Parallel photonic reservoir computing based on frequency multiplexing of neurons.
CoRR
Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Marc Haelterman, Serge Massar
2020 J jnl
Random pattern and frequency generation using a photonic reservoir computer with output feedback.
CoRR
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2018 J jnl
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation.
CoRR
Piotr Antonik, Marc Haelterman, Serge Massar
2018 J jnl
Device-independent randomness generation with sublinear shared quantum resources.
Quantum
Cédric Bamps, Serge Massar, Stefano Pironio
2018 J jnl
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback.
Neural Process. Lett.
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2018 B conf
Spying on chaos-based cryptosystems with reservoir computing.
IJCNN
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar
2018 J jnl
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography.
CoRR
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Serge Massar
2017 A* conf
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback.
AAAI
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2017 A* conf
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning.
AAAI
Piotr Antonik, Marc Haelterman, Serge Massar
2017 J jnl
Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers.
Cogn. Comput.
Piotr Antonik, Marc Haelterman, Serge Massar
2017 J jnl
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization.
IEEE Trans. Neural Networks Learn. Syst.
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
2017 B conf
Photonic reservoir computer with output feedback for chaotic time series prediction.
IJCNN
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2016 J jnl
Embodiment of Learning in Electro-Optical Signal Processors.
CoRR
Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar
2016 — conf
High performance bio-inspired analog equalizer for DVB-S2 non-linear communication channel.
SPAWC
Marc Bauduin, Quentin Vinckier, Serge Massar, François Horlin
2016 Misc conf
Non-linear satellite channel equalization based on a low complexity Echo State Network.
CISS
Marc Bauduin, Serge Massar, François Horlin
2016 J jnl
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation.
CoRR
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
2016 J jnl
Parallel photonic reservoir computing using frequency multiplexing of neurons.
CoRR
Akram Akrout, Arno Bouwens, François Duport, Quentin Vinckier, Marc Haelterman, Serge Massar
2016 — conf
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback.
ICONIP (2)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2016 — conf
Receiver design for non-linear satellite channels: Equalizer training and symbol detection on the compressed constellation.
ICMCIS
Marc Bauduin, Serge Massar, François Horlin
2016 — conf
Towards Adjustable Signal Generation with Photonic Reservoir Computers.
ICANN (1)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2015 — conf
Equalization of the Non-Linear Satellite Communication Channel with an Echo State Network.
VTC Spring
Marc Bauduin, Anteo Smerieri, Serge Massar, François Horlin
2015 J jnl
Exponential Lower Bounds for Polytopes in Combinatorial Optimization.
J. ACM
Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
2015 J jnl
High performance photonic reservoir computer based on a coherently driven passive cavity.
CoRR
Quentin Vinckier, François Duport, Anteo Smerieri, Kristof Vandoorne, Peter Bienstman, Marc Haelterman, Serge Massar
2015 — conf
Online Training of an Opto-Electronic Reservoir Computer.
ICONIP (2)
Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar
2014 J jnl
Analog input layer for optical reservoir computers.
CoRR
François Duport, Akram Akrout, Anteo Smerieri, Marc Haelterman, Serge Massar
2013 J jnl
Generalised probabilistic theories and conic extensions of polytopes.
CoRR
Samuel Fiorini, Serge Massar, Manas K. Patra, Hans Raj Tiwary
2013 C conf
Recent advances in optical Reservoir Computing.
ISCAS
François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
2012 J jnl
All-optical Reservoir Computing
CoRR
François Duport, Bendix Schneider, Anteo Smerieri, Marc Haelterman, Serge Massar
2012 J jnl
Analog readout for optical reservoir computers
CoRR
Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
2012 — conf
Analog readout for optical reservoir computers.
NIPS
Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
2012 A* conf
Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds.
STOC
Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
2012 J jnl
Mean Field Theory of Dynamical Systems Driven by External Signals
CoRR
Marc Massar, Serge Massar
2012 J jnl
Secure and Robust Transmission and Veri?cation of Unknown Quantum States in Minkowski Space
CoRR
Adrian Kent, Serge Massar, Jonathan Silman
2011 J jnl
Linear vs. Semidefinite Extended Formulations: Exponential Separation and Strong Lower Bounds
CoRR
Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
2011 J jnl
Optoelectronic Reservoir Computing
CoRR
Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
2011 — conf
Weak Coin Flipping in a Device-Independent Setting.
TQC
Nati Aharon, André Chailloux, Iordanis Kerenidis, Serge Massar, Stefano Pironio, Jonathan Silman
2010 J jnl
Random numbers certified by Bell's theorem.
Nat.
Stefano Pironio, Antonio Acín, Serge Massar, Antoine Boyer de la Giroday, Dzmitry N. Matsukevich, Peter Maunz, Steven Matthew Olmschenk, David Hayes, Le Luo, T. Andrew Manning, Christopher R. Monroe
2009 — conf
Manipulating Frequency Entangled Photons.
QuantumComm
Laurent Olislager, Johann Cussey, Anh Tuan Nguyen, Philippe Emplit, Serge Massar, Jean-Marc Merolla, Kien Phan Huy
2006 J jnl
Fiber Optics Protocols for Quantum Communication.
Quantum Inf. Process.
Serge Massar