Photonic Reservoir Computing: Optical Recurrent Neural Networks - Tapa dura

 
9783110582000: Photonic Reservoir Computing: Optical Recurrent Neural Networks

Sinopsis

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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Acerca del autor

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

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