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 (96 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.


Photonic Reservoir Computing Related Books

Photonic Reservoir Computing
Language: en
Pages: 276
Authors: Daniel Brunner
Categories: Science
Type: BOOK - Published: 2019-07-08 - Publisher: Walter de Gruyter GmbH & Co KG

DOWNLOAD EBOOK

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: 445
Authors: Paul R. Prucnal
Categories: Science
Type: BOOK - Published: 2017-05-08 - Publisher: CRC Press

DOWNLOAD EBOOK

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
Reservoir Computing
Language: en
Pages: 463
Authors: Kohei Nakajima
Categories: Computers
Type: BOOK - Published: 2021-08-05 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on recurrent neu
Application of FPGA to Real‐Time Machine Learning
Language: en
Pages: 187
Authors: Piotr Antonik
Categories: Science
Type: BOOK - Published: 2018-05-18 - Publisher: Springer

DOWNLOAD EBOOK

This book lies at the interface of machine learning – a subfield of computer science that develops algorithms for challenging tasks such as shape or image rec
Unlocking Dynamical Diversity
Language: en
Pages: 356
Authors: Deborah M. Kane
Categories: Science
Type: BOOK - Published: 2005-11-01 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Applications of semiconductor lasers with optical feedback systems are driving rapid developments in theoretical and experimental research. The very broad wavel