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Photonic Reservoir Computing

Editat de Daniel Brunner, Miguel C. Soriano, Guy van der Sande
en Limba Engleză Hardback – 7 aug 2024
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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Specificații

ISBN-13: 9783110582000
ISBN-10: 3110582007
Pagini: 276
Ilustrații: 50 b/w and 100 col. ill.
Dimensiuni: 175 x 246 x 21 mm
Greutate: 0.66 kg
Editura: De Gruyter