High-speed photonic reservoir computing using a time-delay-based architecture: Million words per second classification

L Larger, A Baylón-Fuentes, R Martinenghi… - Physical Review X, 2017 - APS
Reservoir computing, originally referred to as an echo state network or a liquid state
machine, is a brain-inspired paradigm for processing temporal information. It involves …

A multiple-input multiple-output reservoir computing system subject to optoelectronic feedbacks and mutual coupling

X Bao, Q Zhao, H Yin - Entropy, 2020 - mdpi.com
In this paper, a multiple-input multiple-output reservoir computing (RC) system is proposed,
which is composed of multiple nonlinear nodes (Mach–Zehnder modulators) and multiple …

Ring topology of an optical phase delayed nonlinear dynamics for neuromorphic photonic computing

AB Fuentes - 2016 - theses.hal.science
Nowadays most of computers are still based on concepts developed more than 60 years
ago by Alan Turing and John von Neumann. However, these digital computers have already …