179 citations · 403 across the 6 of their papers we have counts for
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Human action recognition with a large-scale brain-inspired photonic computer
Piotr Antonik, Nicolas Marsal, Daniel Brunner +1
The recognition of human actions in video streams is a challenging task in computer vision, with cardinal applications in e.g. brain-computer interface and surveillance. Deep learn…
Large-scale spatiotemporal photonic reservoir computer for image classification
Piotr Antonik, Nicolas Marsal, Damien Rontani
We propose a scalable photonic architecture for implementation of feedforward and recurrent neural networks to perform the classification of handwritten digits from the MNIST datab…
Bayesian optimisation of large-scale photonic reservoir computers
Piotr Antonik, Nicolas Marsal, Daniel Brunner +1
Introduction. Reservoir computing is a growing paradigm for simplified training of recurrent neural networks, with a high potential for hardware implementations. Numerous experimen…