Photonic Reservoir Computing: Optical Recurrent Neural Networks
"by: Brunner (Author),Daniel(Author),Van der Sande(Author),Guy(Author),Soriano(Author), Miguel C.(Author),Miguel C. Brunner, Daniel / Van der Sande, Guy / Soriano (Editor)"
Publisher:De Gruyter
Publication Date: 8 July 2019
Language:English
Print Length:264 pages
ISBN-10:3110582007
ISBN-13:9783110582000
Book Description
Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.
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