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Photonic Reservoir Computing: Optical Recurrent Neural Networks by Daniel Brunner

Photonic Reservoir Computing: Optical Recurrent Neural Networks

by Daniel Brunner , Miguel C. Soriano , Guy Van Der Sande
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Book cover type: Hardcover
  • ISBN13: 9783110582000
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: de Gruyter
  • Publisher Imprint: de Gruyter
  • Publication Date:
  • Pages: 277
  • Original Price: GBP 123.0
  • Language: English
  • Edition: N/A
  • Item Weight: 658 grams
  • BISAC Subject(s): Physics / Optics & Light

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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