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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…