Piotr Antonik

Human action recognition with a large-scale brain-inspired photonic computer

Piotr Antonik, Nicolas Marsal, Daniel Brunner et al. · Nature Machine Intelligence · 2019 · 169 citations · Full text

Engineering, Pattern Recognition, Computational Neuroscience +8

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

Piotr Antonik, Marvyn Gulina, Jaël Pauwels et al. · Physical review. E · 2018 · 100 citations · Full text

Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization

Piotr Antonik, François Duport, Michiel Hermans et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 85 citations · Full text

Engineering, Machine Learning, Multi-rate Signal Processing +16

Large-Scale Spatiotemporal Photonic Reservoir Computer for Image Classification

Piotr Antonik, Nicolas Marsal, Damien Rontani · IEEE Journal of Selected Topics in Quantum Electronics · 2019 · 63 citations · Full text

Mnist Database, Engineering, Machine Learning +18

Embodiment of Learning in Electro-Optical Signal Processors

Michiel Hermans, Piotr Antonik, Marc Haelterman et al. · Physical Review Letters · 2016 · 41 citations · Full text

Photonics, Engineering, Delay-coupled Electro-optical Systems +15