
Photonic Reservoir Computing: Optical Recurrent Neural Networks
Format: Hardcover
ISBN: 9783110582000
Publication Date: 07/08/2019
Age Range: 18-18 years
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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Photonic Reservoir Computing: Optical Recurrent Neural Networks
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