Chaotic neural networks and chaotic annealing

Changsong ZHOU, Tian Lun Chen*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

16 Citations (Scopus)

Abstract

A simple model of single neuron with chaotic dynamics is proposed. Neural networks coupled by such neurons have the property of temporal retrieval of stored patterns in a chaotic way. The network is also studied from the viewpoint of optimization. A chaotic annealing technique is developed to search for the global minima of the energy with transient chaos.

Original languageEnglish
Pages (from-to)293-300
Number of pages8
JournalNeurocomputing
Volume30
Issue number1-4
DOIs
Publication statusPublished - Jan 2000

Scopus Subject Areas

  • Computer Science Applications
  • Cognitive Neuroscience
  • Artificial Intelligence

User-Defined Keywords

  • Chaos
  • Chaotic annealing
  • Neural network
  • Neuron
  • Optimization

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