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Photonic Reservoir Computing: Optical Recurrent Neural Networks

by Photonic Reservoir Computing: Optical Recurrent Neural Networks

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Description

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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Product Details

  • De Gruyter Brand
  • Jul 8, 2019 Pub Date:
  • 3110582007 ISBN-10:
  • 9783110582000 ISBN-13:
  • English Language
  • 277.0 pages Hardcover
  • 9.6 in * 0.8 in * 6.9 in Dimensions:
  • 1 lb Weight: