Towards integrated photonic reservoir computers based on coherently driven passive cavities
Quentin Vinckier, François Duport, Anteo Smerieri, Marc Haelterman, Serge Massar · Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) · 2013
The aim of our project will be to realise a high-speed all-optical implementation of a reservoir computer in integrated photonics.By using an optical cavity, the state of the neurons will be coded by temporal multiplexing in the amplitude of a coherentelectromagnetic field. Here we present the future implementations of our systems. We also report on the performances obtainedin simulation on some benchmark tasks, including the evaluation of the memory capacities.