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The optical reservoir computer: a new approach to a programmable integrated optics system based on an artificial neural network

The optical reservoir computer: a new approach to a programmable integrated optics system based on an artificial neural network

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Integrated Optics Volume 2: Characterization, devices and applications — Recommend this title to your library

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In this chapter, we briefly reviewed some developments in the field of integrated optics since Miller first introduced this concept, noting some approaches to optimise structures based on functional performance criteria.

Chapter Contents:

  • 12.1 Introduction
  • 12.2 Some applications of genetic algorithms in integrated optics design
  • 12.3 Functional integrated optics powered by a reservoir computer
  • 12.3.1 Introduction to an algorithmic reservoir computer
  • 12.3.2 An optical reservoir computer as a temporal signal discriminator
  • 12.3.3 Chaotic cavity as a reservoir computer kernel
  • 12.3.4 ORC training and validation
  • 12.4 Conclusions
  • References

Inspec keywords: integrated optics; optical neural nets

Other keywords: optical reservoir computer; programmable integrated optics system; artificial neural network

Subjects: Optical computers, logic elements, and interconnects; Integrated optics; Optical logic devices and optical computing techniques; Optical computing techniques; Neural nets; Integrated optics

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