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Photonic Reservoir Computing

Optical Recurrent Neural Networks

Language EnglishEnglish
Book Hardback
Book Photonic Reservoir Computing Daniel Brunner
Libristo code: 19123041
Publishers De Gruyter, July 2019
Photonics has long been considered an attractive substrate for next generation implementations of ma... Full description
? points 368 b
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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.

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About the book

Full name Photonic Reservoir Computing
Author Daniel Brunner, Miguel C. Soriano, Guy van der Sande
Language English
Binding Book - Hardback
Date of issue 2019
Number of pages 277
EAN 9783110582000
ISBN 3110582007
Libristo code 19123041
Publishers De Gruyter
Weight 666
Dimensions 170 x 240 x 21

Categories

Biography, Literature & Literary studies > Literature: history & criticism > Literary studies: general > Literary studies: ancient, classical & mediaeval
Computing & Information Technology > Computer science > Human–computer interaction > Information architecture
Reference, Information & Interdisciplinary subjects > Research & information: general > Information theory
Mathematics & Science > Physics > Optical physics
Mathematics & Science > Physics > Electricity, electromagnetism & magnetism
Mathematics & Science > Physics > Mathematical physics
Technology, Engineering, Agriculture > Technology: general issues > Nanotechnology
Technology, Engineering, Agriculture > Electronics & communications engineering > Communications engineering / telecommunications
Computing & Information Technology > Information technology: general issues
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