output
20062026
most citedPhysics and Applications of Laser Diode Chaos

755 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.NEShow all

3 papers · 1 filter

cs.NE2020★ 179 cited

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…

cs.NE2020★ 69 cited

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…

cs.NE2018★ 110 cited

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

Piotr Antonik, Marvyn Gulina, Jaël Pauwels +1

Using the machine learning approach known as reservoir computing, it is possible to train one dynamical system to emulate another. We show that such trained reservoir computers rep…