2 papers
physics.app-ph2019
Distributed Kerr Nonlinearity in a Coherent All-Optical Fiber-Ring Reservoir Computer
Jaël Pauwels, Guy Verschaffelt, Serge Massar +1
We investigate, both numerically and experimentally, the usefulness of a distributed nonlinearity in a passive coherent photonic reservoir computer. This computing system is based…
cs.NE2018
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…