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-leaing 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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