Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Abstract Using optical hardware for neuromorphic computing has become more and more popular recently, due to its efficient high-speed data processing capabilities and low power consumption. However, there are still some remaining obstacles to realizing the vision of a completely optical neuromorphic...

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Bibliographic Details
Main Authors: Chonghuai Ma, Floris Laporte, Joni Dambre, Peter Bienstman
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-82720-4