High performance optical reservoir computing based on spatially extended systems

In this thesis we study photonic computation within the framework of reservoir computing. Inspired by the insight that the human brain processes information by generating patterns of transient neuronal activity excited by input sensory signals, reservoir computing exploits the transient dynamics of...

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Bibliographic Details
Main Author: Pauwels, Jaël
Other Authors: Massar, Serge
Format: Doctoral Thesis
Language:en
Published: Universite Libre de Bruxelles 2021
Subjects:
Online Access:https://dipot.ulb.ac.be/dspace/bitstream/2013/331699/3/thesis.pdf
https://dipot.ulb.ac.be/dspace/bitstream/2013/331699/4/toc.pdf
https://dipot.ulb.ac.be/dspace/bitstream/2013/331699/5/ContratDiPauwels.pdf
http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/331699