Neuromorphic information processing using silicon photonics
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Date
2018
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE Journal of Selected Topics in Quantum Electronics
Abstract
We present our latest results on silicon photonics neuromorphic information processing based a.o. on techniques
like reservoir computing. First, we dicuss how passive reservoir computing can be used to perform non-linear
signal equalisation in telecom links. Then, we introduce a training method that can deal with limited weight
resolution for a hardware implementation of a photonic readout.
Description
Keywords
Photonic neuromorphic information processing, Reservoir computing, Silicon photonics
Citation
Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, "Neuromorphic information processing using silicon photonics," Proc. SPIE 11081, Active Photonic Platforms XI, 110811I (5 September 2019); doi: