Serge Massar

Orcid: 0000-0002-4381-2485

According to our database1, Serge Massar authored at least 48 papers between 2006 and 2024.

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Bibliography

2024
Quantum-inspired classification based on quantum state discrimination.
Quantum Mach. Intell., December, 2024

Equilibrium Propagation: the Quantum and the Thermal Cases.
CoRR, 2024

Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input.
CoRR, 2024

2023
High speed human action recognition using a photonic reservoir computer.
Neural Networks, August, 2023

Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach.
CoRR, 2023

Deep Photonic Reservoir Computer for Speech Recognition.
CoRR, 2023

Fully analog photonic deep Reservoir Computer based on frequency multiplexing.
CoRR, 2023

Numerical Analysis of a Self-Calibrating Time-Spatial Interleaving Photonic Convolutional Accelerator.
Proceedings of the International Conference on Photonics in Switching and Computing, 2023

Real-Time Photonic Deep Reservoir Computing for Speech Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

2021
Characterising the intersection of QMA and coQMA.
Quantum Inf. Process., 2021

Total functions in QMA.
Quantum Inf. Process., 2021

Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation.
Entropy, 2021

Photonic Extreme Learning Machine based on frequency multiplexing.
CoRR, 2021

2020
Parallel photonic reservoir computing based on frequency multiplexing of neurons.
CoRR, 2020

2018
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback.
Neural Process. Lett., 2018

Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography.
CoRR, 2018

Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation.
CoRR, 2018

Spying on chaos-based cryptosystems with reservoir computing.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization.
IEEE Trans. Neural Networks Learn. Syst., 2017

Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers.
Cogn. Comput., 2017

Photonic reservoir computer with output feedback for chaotic time series prediction.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Embodiment of Learning in Electro-Optical Signal Processors.
CoRR, 2016

Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation.
CoRR, 2016

Parallel photonic reservoir computing using frequency multiplexing of neurons.
CoRR, 2016

High performance bio-inspired analog equalizer for DVB-S2 non-linear communication channel.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Receiver design for non-linear satellite channels: Equalizer training and symbol detection on the compressed constellation.
Proceedings of the International Conference on Military Communications and Information Systems, 2016

Towards Adjustable Signal Generation with Photonic Reservoir Computers.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Non-linear satellite channel equalization based on a low complexity Echo State Network.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015
Exponential Lower Bounds for Polytopes in Combinatorial Optimization.
J. ACM, 2015

High performance photonic reservoir computer based on a coherently driven passive cavity.
CoRR, 2015

Equalization of the Non-Linear Satellite Communication Channel with an Echo State Network.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Online Training of an Opto-Electronic Reservoir Computer.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014
Analog input layer for optical reservoir computers.
CoRR, 2014

2013
Generalised probabilistic theories and conic extensions of polytopes.
CoRR, 2013

Recent advances in optical Reservoir Computing.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012
Mean Field Theory of Dynamical Systems Driven by External Signals
CoRR, 2012

Secure and Robust Transmission and Veri?cation of Unknown Quantum States in Minkowski Space
CoRR, 2012

All-optical Reservoir Computing
CoRR, 2012

Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds.
Proceedings of the 44th Symposium on Theory of Computing Conference, 2012

Analog readout for optical reservoir computers.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011
Optoelectronic Reservoir Computing
CoRR, 2011

Weak Coin Flipping in a Device-Independent Setting.
Proceedings of the Theory of Quantum Computation, Communication, and Cryptography, 2011

2010
Random numbers certified by Bell's theorem.
Nat., 2010

2009
Manipulating Frequency Entangled Photons.
Proceedings of the Quantum Communication and Quantum Networking, 2009

2006
Fiber Optics Protocols for Quantum Communication.
Quantum Inf. Process., 2006


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