Serge Massar

Université Libre de Bruxelles — Belgium

Computer Science · Physical Sciences

49h-index15.8kcitations301works3.42yr avg
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Research Topics

Neural Networks and Reservoir Computing(98), Quantum Information and Cryptography(90), Quantum Mechanics and Applications(90), Optical Network Technologies(80), Advanced Memory and Neural Computing(61)

Publications301 total

Equilibrium propagation for learning in Lagrangian dynamical systems
Physical review. E·2025
Observation of Bound States of Parametrically-Driven Kerr Cavity Solitons
2025
PARBNLS: Performance analysis of range based node localization scheme in WSNs
2025· 1 cited
Frequency multiplexed photonic reservoir computers and extreme learning machines
2025
Efficient optimisation of physical reservoir computers using only a delayed input
Communications Engineering·2025· 7 citedOpen Access
Roadmap on Neuromorphic Photonics
ArXiv.org·2025· 12 citedOpen Access
Quantum-inspired Classification Algorithms
Trends in mathematics·2025
Equilibrium propagation: the quantum and the thermal cases
Quantum Studies Mathematics and Foundations·2024· 3 citedOpen Access
Quantum-inspired classification based on quantum state discrimination
Quantum Machine Intelligence·2024· 1 citedOpen Access
Use of a delayed input for simple and effective optimisation of physical reservoir computers
2024Open Access
Detecting single photons is not always necessary to evidence interference of photon probability amplitudes
Physical review. A/Physical review, A·2024· 2 citedOpen Access
A photonics perspective on computing with physical substrates
Reviews in Physics·2024· 15 citedOpen Access
Deep Photonic Reservoir Computer for Speech Recognition
IEEE Transactions on Neural Networks and Learning Systems·2024· 8 citedOpen Access
Equilibrium Propagation: the Quantum and the Thermal Cases
arXiv (Cornell University)·2024Open Access
Reconfigurable time-space photonic integrated convolutional accelerator
2024· 1 citedOpen Access
Weak Kerr nonlinearity boosts the performance of frequency-multiplexed photonic extreme learning machines: a multifaceted approach
Optics Express·2024· 7 citedOpen Access
Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
arXiv (Cornell University)·2024· 1 citedOpen Access
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach
arXiv (Cornell University)·2023Open Access
Deep Photonic Reservoir Computer for Speech Recognition
arXiv (Cornell University)·2023· 1 citedOpen Access
Deep photonic reservoir computer based on frequency multiplexing with fully analog connection between layers
Optica·2023· 39 citedOpen Access
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Frequent Co-authors

Stefano Pironio(13), Nicolas Gisin(5), Noah Linden(5), Antonio Acín(4), Sandu Popescu(4), François Duport(4), Anteo Smerieri(4), Marc Haelterman(4), Nicolas J. Cerf(4), Valerio Scarani(3), Pascal Kockaert(3), Harry Buhrman(3), Ronald de Wolf(3), Philippe Emplit(3), Nicolas Brunner(2), Joni Dambre(2), Benjamin Schrauwen(2), Han Zhang(2), Stéphane Virally(2), Qiaoliang Bao(2)