Photonic Reservoir Computing

Photonic Reservoir Computing
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 276
Release :
ISBN-10 : 9783110583496
ISBN-13 : 3110583496
Rating : 4/5 (496 Downloads)

Book Synopsis Photonic Reservoir Computing by : Daniel Brunner

Download or read book Photonic Reservoir Computing written by Daniel Brunner and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-07-08 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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