Photonic Reservoir Computing: Optical Recurrent Neural Networks (Hardcover)

Photonic Reservoir Computing: Optical Recurrent Neural Networks Cover Image
By Daniel Brunner (Editor), Miguel C. Soriano (Editor), Guy Van Der Sande (Editor)
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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.

About the Author


Daniel Brunner, U Besancon, France; Miguel C. Sariano, U Illes Balears, Spain; Guy Van der Sande, U Brussels, Belgium.
Product Details
ISBN: 9783110582000
ISBN-10: 3110582007
Publisher: de Gruyter
Publication Date: July 8th, 2019
Pages: 277
Language: English