Serge Massar

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Topics

Online Training

Speech Recognition

Top Venues

Quantum Inf. Process.

Publications

Serge Massar, Bortolo Matteo Mognetti
Equilibrium Propagation: the Quantum and the Thermal Cases. CoRR (2024)
Enrico Picco, Lina Jaurigue, Kathy Lüdge, Serge Massar
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input. CoRR (2024)
Enrico Picco, Serge Massar
Real-Time Photonic Deep Reservoir Computing for Speech Recognition. IJCNN (2023)
Tigers Jonuzi, Sarah Masaad, Alessandro Lupo, J. David Doménech Gomez, Peter Bienstman, Serge Massar
Numerical Analysis of a Self-Calibrating Time-Spatial Interleaving Photonic Convolutional Accelerator. PSC (2023)
Enrico Picco, Piotr Antonik, Serge Massar
High Speed Human Action Recognition using a Photonic Reservoir Computer. CoRR (2023)
Marina Zajnulina, Alessandro Lupo, Serge Massar
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach. CoRR (2023)
Enrico Picco, Alessandro Lupo, Serge Massar
Deep Photonic Reservoir Computer for Speech Recognition. CoRR (2023)
Alessandro Lupo, Enrico Picco, Marina Zajnulina, Serge Massar
Fully analog photonic deep Reservoir Computer based on frequency multiplexing. CoRR (2023)
Enrico Picco, Piotr Antonik, Serge Massar
High speed human action recognition using a photonic reservoir computer. Neural Networks 165 (2023)
Serge Massar, Miklos Santha
Total functions in QMA. Quantum Inf. Process. 20 (1) (2021)
Serge Massar, Miklos Santha
Characterising the intersection of QMA and coQMA. Quantum Inf. Process. 20 (12) (2021)
Alessandro Lupo, Lorenz Butschek, Serge Massar
Photonic Extreme Learning Machine based on frequency multiplexing. CoRR (2021)
Jaël Pauwels, Guy van der Sande, Guy Verschaffelt, Serge Massar
Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation. Entropy 23 (8) (2021)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Random pattern and frequency generation using a photonic reservoir computer with output feedback. CoRR (2020)
Piotr Antonik, Marc Haelterman, Serge Massar
Online training for high-performance analogue readout layers in photonic reservoir computers. CoRR (2020)
Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Marc Haelterman, Serge Massar
Parallel photonic reservoir computing based on frequency multiplexing of neurons. CoRR (2020)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback. Neural Process. Lett. 47 (3) (2018)
Piotr Antonik, Marc Haelterman, Serge Massar
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation. CoRR (2018)
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar
Spying on chaos-based cryptosystems with reservoir computing. IJCNN (2018)
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Serge Massar
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. CoRR (2018)
Piotr Antonik, Marc Haelterman, Serge Massar
Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers. Cogn. Comput. 9 (3) (2017)
Piotr Antonik, Marc Haelterman, Serge Massar
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning. AAAI (2017)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Photonic reservoir computer with output feedback for chaotic time series prediction. IJCNN (2017)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback. AAAI (2017)
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar
Embodiment of Learning in Electro-Optical Signal Processors. CoRR (2016)
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation. CoRR (2016)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback. ICONIP (2) (2016)
Marc Bauduin, Serge Massar, François Horlin
Receiver design for non-linear satellite channels: Equalizer training and symbol detection on the compressed constellation. ICMCIS (2016)
Akram Akrout, Arno Bouwens, François Duport, Quentin Vinckier, Marc Haelterman, Serge Massar
Parallel photonic reservoir computing using frequency multiplexing of neurons. CoRR (2016)
Marc Bauduin, Serge Massar, François Horlin
Non-linear satellite channel equalization based on a low complexity Echo State Network. CISS (2016)
Marc Bauduin, Quentin Vinckier, Serge Massar, François Horlin
High performance bio-inspired analog equalizer for DVB-S2 non-linear communication channel. SPAWC (2016)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Towards Adjustable Signal Generation with Photonic Reservoir Computers. ICANN (1) (2016)
Quentin Vinckier, François Duport, Anteo Smerieri, Kristof Vandoorne, Peter Bienstman, Marc Haelterman, Serge Massar
High performance photonic reservoir computer based on a coherently driven passive cavity. CoRR (2015)
Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
Exponential Lower Bounds for Polytopes in Combinatorial Optimization. J. ACM 62 (2) (2015)
Marc Bauduin, Anteo Smerieri, Serge Massar, François Horlin
Equalization of the Non-Linear Satellite Communication Channel with an Echo State Network. VTC Spring (2015)
Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer. ICONIP (2) (2015)
François Duport, Akram Akrout, Anteo Smerieri, Marc Haelterman, Serge Massar
Analog input layer for optical reservoir computers. CoRR (2014)
François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Recent advances in optical Reservoir Computing. ISCAS (2013)
Samuel Fiorini, Serge Massar, Manas K. Patra, Hans Raj Tiwary
Generalised probabilistic theories and conic extensions of polytopes. CoRR (2013)
François Duport, Bendix Schneider, Anteo Smerieri, Marc Haelterman, Serge Massar
All-optical Reservoir Computing CoRR (2012)
Marc Massar, Serge Massar
Mean Field Theory of Dynamical Systems Driven by External Signals CoRR (2012)
Adrian Kent, Serge Massar, Jonathan Silman
Secure and Robust Transmission and Veri?cation of Unknown Quantum States in Minkowski Space CoRR (2012)
Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Analog readout for optical reservoir computers. NIPS (2012)
Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Analog readout for optical reservoir computers CoRR (2012)
Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds. STOC (2012)
Nati Aharon, André Chailloux, Iordanis Kerenidis, Serge Massar, Stefano Pironio, Jonathan Silman
Weak Coin Flipping in a Device-Independent Setting. TQC (2011)
Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
Linear vs. Semidefinite Extended Formulations: Exponential Separation and Strong Lower Bounds CoRR (2011)
Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Optoelectronic Reservoir Computing CoRR (2011)
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
Random numbers certified by Bell's theorem. Nat. 464 (7291) (2010)
Laurent Olislager, Johann Cussey, Anh Tuan Nguyen, Philippe Emplit, Serge Massar, Jean-Marc Merolla, Kien Phan Huy
Manipulating Frequency Entangled Photons. QuantumComm (2009)
Serge Massar
Fiber Optics Protocols for Quantum Communication. Quantum Inf. Process. 5 (6) (2006)