Photonic Reservoir Computing: Optical Recurrent Neural Networks

Photonic Reservoir Computing: Optical Recurrent Neural NetworksReviews
Author: Daniel Brunner
Pub Date: 2019
ISBN: 978-3110582000
Pages: 278
Language: English
Format: EPUB
Size: 29 Mb

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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.