Photonic Reservoir Computing
Language: en
Pages: 277
Authors: Daniel Brunner
Categories: Science
Type: BOOK - Published: 2019-07-08 - Publisher: Walter de Gruyter GmbH & Co KG

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Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously fa
Reservoir Computing
Language: en
Pages: 463
Authors: Kohei Nakajima
Categories: Computers
Type: BOOK - Published: 2021-08-05 - Publisher: Springer Nature

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This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on recurrent neu
Photonic Reservoir Computing
Language: en
Pages: 391
Authors: Daniel Brunner
Categories: Science
Type: BOOK - Published: 2019-07-08 - Publisher: Walter de Gruyter GmbH & Co KG

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Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously fa
Neuromorphic Photonics
Language: en
Pages: 412
Authors: Paul R. Prucnal
Categories: Science
Type: BOOK - Published: 2017-05-08 - Publisher: CRC Press

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This book sets out to build bridges between the domains of photonic device physics and neural networks, providing a comprehensive overview of the emerging field
Photonic Neural Networks with Spatiotemporal Dynamics
Language: en
Pages: 0
Authors: Hideyuki Suzuki
Categories: Computers
Type: BOOK - Published: 2023-10-17 - Publisher: Springer

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This open access book presents an overview of recent advances in photonic neural networks with spatiotemporal dynamics. The computing and implementation paradig