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Russian Physics Journal

, Volume 41, Issue 6, pp 505–510 | Cite as

Analogy between pattern formation in an interferometer and training of the art 2 neural network

  • S. A. Bufalov
  • B. N. Poizner
Optics and Spectroscopy
  • 15 Downloads

Abstract

A method is proposed for constructing a formal analogy between the model of pattern formation in an interferometer with Kerr nonlinearity and diffractive feedback and a model for the training of the ART 2 network. The analogy is based on the common nature of the dynamics of the processes in the interferometer and in the network as determined by a “winner takes all” algorithm.

Keywords

Neural Network Spatial Frequency Pattern Formation Synaptic Weight Neuron Layer 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Kluwer Academic/Plenum Publishers 1999

Authors and Affiliations

  • S. A. Bufalov
  • B. N. Poizner

There are no affiliations available

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