1.8k citations · 11.9k across the 95 of their papers we have counts for
95 papers
High Speed Human Action Recognition using a Photonic Reservoir Computer
Enrico Picco, Piotr Antonik, Serge Massar
The recognition of human actions in videos is one of the most active research fields in computer vision. The canonical approach consists in a more or less complex preprocessing sta…
Deep Photonic Reservoir Computer Based on Frequency Multiplexing with Fully Analog Connection Between Layers
Alessandro Lupo, Enrico Picco, Marina Zajnulina +1
Reservoir computers (RC) are randomized recurrent neural networks well adapted to process time series, performing tasks such as nonlinear distortion compensation or prediction of c…
Quantum-inspired classification based on quantum state discrimination
Emmanuel Zambrini Cruzeiro, Christine De Mol, Serge Massar +1
We present quantum-inspired algorithms for classification tasks inspired by the problem of quantum state discrimination. By construction, these algorithms can perform multiclass cl…
Multiphoton Correlations between Quantum Images
Serge Massar, Fabrice Devaux, Eric Lantz
Experimental demonstrations of entangled quantum images produced through parametric downconversion have so far been confined to studying two photon correlations. Here we show that…
Photonic Extreme Learning Machine based on frequency multiplexing
Alessandro Lupo, Lorenz Butschek, Serge Massar
The optical domain is a promising field for physical implementation of neural networks, due to the speed and parallelism of optics. Extreme Learning Machines (ELMs) are feed-forwar…
Resource efficient single photon source based on active frequency multiplexing
Serge Massar, Stephane Clemmen
We propose a new single photon source based on the principle of active multiplexing of heralded single photons which, unlike previously reported architecture, requires a limited am…