Now showing items 1-4 of 4
A behavioural model for integrated phase-change photonics devices
(European Phase Change and Ovonics Symposium, 2017)
The use of phase-change materials in integrated photonics applications has enabled the development of new types of all-optical devices, including multilevel photonic memories, arithmetic and logic processors and synaptic ...
A Neuromorphic Silicon Photonics Nonlinear Equalizer For Optical Communications With Intensity Modulation and Direct Detection
(Journal of Lightwave Technology, 2019)
We present the design and numerical study of a nonlinear equalizer for optical communications based on silicon photonics and reservoir computing. The proposed equalizer leverages the optical information processing ...
Neuromorphic computing based on silicon photonics
(IEEE Journal of Selected Topics in Quantum Electronics, 2018)
We present our latest progress using new neuromorphic paradigms for optical information processing in silicon photonics. We show how passive reservoir computing chips can be used to perform a variety of tasks (bit level ...
Numerical demonstration of neuromorphic computing with photonic crystal cavities
(Optics express, 2018)
We propose a new design for a passive photonic reservoir computer on a silicon photonics chip which can be used in the context of optical communication applications, and study it through detailed numerical simulations. ...