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Serge Massar
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2020 – today
- 2024
- [j11]Emmanuel Zambrini Cruzeiro, Christine De Mol, Serge Massar, Stefano Pironio:
Quantum-inspired classification based on quantum state discrimination. Quantum Mach. Intell. 6(2): 79 (2024) - [i24]Enrico Picco, Lina Jaurigue, Kathy Lüdge, Serge Massar:
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input. CoRR abs/2401.14371 (2024) - [i23]Serge Massar, Bortolo Matteo Mognetti:
Equilibrium Propagation: the Quantum and the Thermal Cases. CoRR abs/2405.08467 (2024) - 2023
- [j10]Enrico Picco
, Piotr Antonik
High speed human action recognition using a photonic reservoir computer. Neural Networks 165: 662-675 (2023) - [c18]Enrico Picco
Real-Time Photonic Deep Reservoir Computing for Speech Recognition. IJCNN 2023: 1-7 - [c17]Tigers Jonuzi, Sarah Masaad, Alessandro Lupo
Numerical Analysis of a Self-Calibrating Time-Spatial Interleaving Photonic Convolutional Accelerator. PSC 2023: 1-4 - [i22]Alessandro Lupo, Enrico Picco, Marina Zajnulina, Serge Massar:
Fully analog photonic deep Reservoir Computer based on frequency multiplexing. CoRR abs/2305.08892 (2023) - [i21]Enrico Picco, Piotr Antonik, Serge Massar:
High Speed Human Action Recognition using a Photonic Reservoir Computer. CoRR abs/2305.15283 (2023) - [i20]Enrico Picco, Alessandro Lupo, Serge Massar:
Deep Photonic Reservoir Computer for Speech Recognition. CoRR abs/2312.06558 (2023) - [i19]Marina Zajnulina, Alessandro Lupo
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach. CoRR abs/2312.12296 (2023) - 2021
- [j9]Jaël Pauwels
Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation. Entropy 23(8): 955 (2021) - [j8]Serge Massar
Total functions in QMA. Quantum Inf. Process. 20(1): 35 (2021) - [j7]Serge Massar
Characterising the intersection of QMA and coQMA. Quantum Inf. Process. 20(12): 396 (2021) - [i18]Alessandro Lupo, Lorenz Butschek, Serge Massar:
Photonic Extreme Learning Machine based on frequency multiplexing. CoRR abs/2107.04585 (2021) - 2020
- [i17]Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Marc Haelterman, Serge Massar:
Parallel photonic reservoir computing based on frequency multiplexing of neurons. CoRR abs/2008.11247 (2020) - [i16]Piotr Antonik, Marc Haelterman, Serge Massar:
Online training for high-performance analogue readout layers in photonic reservoir computers. CoRR abs/2012.10613 (2020) - [i15]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Random pattern and frequency generation using a photonic reservoir computer with output feedback. CoRR abs/2012.10615 (2020)
2010 – 2019
- 2018
- [j6]Piotr Antonik
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback. Neural Process. Lett. 47(3): 1041-1054 (2018) - [c16]Piotr Antonik, Marvyn Gulina
Spying on chaos-based cryptosystems with reservoir computing. IJCNN 2018: 1-7 - [i14]Piotr Antonik, Marc Haelterman, Serge Massar:
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation. CoRR abs/1802.02026 (2018) - [i13]Piotr Antonik, Marvyn Gulina, Jaël Pauwels
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. CoRR abs/1802.02844 (2018) - 2017
- [j5]Piotr Antonik
Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers. Cogn. Comput. 9(3): 297-306 (2017) - [j4]Piotr Antonik
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization. IEEE Trans. Neural Networks Learn. Syst. 28(11): 2686-2698 (2017) - [c15]Piotr Antonik, Marc Haelterman, Serge Massar:
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning. AAAI 2017: 4899-4900 - [c14]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback. AAAI 2017: 4901-4902 - [c13]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Photonic reservoir computer with output feedback for chaotic time series prediction. IJCNN 2017: 2407-2413 - 2016
- [c12]Marc Bauduin
Non-linear satellite channel equalization based on a low complexity Echo State Network. CISS 2016: 99-104 - [c11]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Towards Adjustable Signal Generation with Photonic Reservoir Computers. ICANN (1) 2016: 374-381 - [c10]Marc Bauduin
Receiver design for non-linear satellite channels: Equalizer training and symbol detection on the compressed constellation. ICMCIS 2016: 1-6 - [c9]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback. ICONIP (2) 2016: 318-325 - [c8]Marc Bauduin
High performance bio-inspired analog equalizer for DVB-S2 non-linear communication channel. SPAWC 2016: 1-5 - [i12]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 abs/1610.06268 (2016) - [i11]Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar:
Embodiment of Learning in Electro-Optical Signal Processors. CoRR abs/1610.06269 (2016) - [i10]Akram Akrout, Arno Bouwens, François Duport, Quentin Vinckier, Marc Haelterman, Serge Massar:
Parallel photonic reservoir computing using frequency multiplexing of neurons. CoRR abs/1612.08606 (2016) - 2015
- [j3]Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary
Exponential Lower Bounds for Polytopes in Combinatorial Optimization. J. ACM 62(2): 17:1-17:23 (2015) - [c7]Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar:
Online Training of an Opto-Electronic Reservoir Computer. ICONIP (2) 2015: 233-240 - [c6]Marc Bauduin
Equalization of the Non-Linear Satellite Communication Channel with an Echo State Network. VTC Spring 2015: 1-5 - [i9]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 abs/1501.03024 (2015) - 2014
- [i8]François Duport, Akram Akrout, Anteo Smerieri, Marc Haelterman, Serge Massar:
Analog input layer for optical reservoir computers. CoRR abs/1406.3238 (2014) - 2013
- [c5]François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre
Recent advances in optical Reservoir Computing. ISCAS 2013: 333-336 - [i7]Samuel Fiorini, Serge Massar, Manas K. Patra, Hans Raj Tiwary:
Generalised probabilistic theories and conic extensions of polytopes. CoRR abs/1310.4125 (2013) - 2012
- [c4]Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Analog readout for optical reservoir computers. NIPS 2012: 953-961 - [c3]Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary
Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds. STOC 2012: 95-106 - [i6]François Duport, Bendix Schneider, Anteo Smerieri, Marc Haelterman, Serge Massar:
All-optical Reservoir Computing. CoRR abs/1207.1619 (2012) - [i5]Adrian Kent, Serge Massar, Jonathan Silman:
Secure and Robust Transmission and Veri?cation of Unknown Quantum States in Minkowski Space. CoRR abs/1208.0745 (2012) - [i4]Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Analog readout for optical reservoir computers. CoRR abs/1209.3129 (2012) - [i3]Marc Massar, Serge Massar:
Mean Field Theory of Dynamical Systems Driven by External Signals. CoRR abs/1210.8260 (2012) - 2011
- [c2]Nati Aharon, André Chailloux, Iordanis Kerenidis, Serge Massar, Stefano Pironio, Jonathan Silman:
Weak Coin Flipping in a Device-Independent Setting. TQC 2011: 1-12 - [i2]Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf:
Linear vs. Semidefinite Extended Formulations: Exponential Separation and Strong Lower Bounds. CoRR abs/1111.0837 (2011) - [i1]Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Optoelectronic Reservoir Computing. CoRR abs/1111.7219 (2011) - 2010
- [j2]Stefano Pironio, Antonio Acín, Serge Massar, Antoine Boyer de la Giroday, Dzmitry N. Matsukevich
Random numbers certified by Bell's theorem. Nat. 464(7291): 1021-1024 (2010)
2000 – 2009
- 2009
- [c1]Laurent Olislager, Johann Cussey, Anh Tuan Nguyen, Philippe Emplit, Serge Massar, Jean-Marc Merolla, Kien Phan Huy
Manipulating Frequency Entangled Photons. QuantumComm 2009: 58-65 - 2006
- [j1]Serge Massar:
Fiber Optics Protocols for Quantum Communication. Quantum Inf. Process. 5(6): 441-449 (2006)
Coauthor Index
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