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Photonic Reservoir Computing: Optical Recurrent Neural Networks

7895.000

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AuthorBrunner, Daniel / Van der Sande, Guy / Soriano, Miguel
ISBN9783110582000
Published LanguageEnglish
Publication Year2019
PublisherDe Gruyter
BindingHardback
Original Price€116.95
Pages264
Ships By2-3 days
SKU: DG-327 Categories: , ,

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.

Additional information

Weight0.666 kg
Dimensions24 × 17 cm
Author

, , ,

ISBN

Publisher

Pages

264

Ships By

2-3 days