This item is printed on demand - it takes 3-4 days longer - Neuware -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. 276 pp. Englisch.

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Bibliographic Details

Title: Photonic Reservoir Computing
Publisher: De Gruyter, De Gruyter Aug 2024
Publication Date: 2024
Language: English
ISBN 10: 3110582007
ISBN 13: 9783110582000
Binding: Buch
Condition: Neu
Dimensions: 246 millimeters width by 175 millimeters height by 21 millimeters depth
Weight: 652 grams

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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.

About the Author

Daniel Brunner, U Besancon, France;
Miguel C. Sariano, U Illes Balears, Spain;
Guy Van der Sande, U Brussels, Belgium.

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