Coherent Response in a Chaotic Neural Network

We set up a signal-driven scheme of the chaotic neural network with the coupling constants corresponding to certain information, and investigate the stochastic resonance-like effects under its deterministic dynamics, comparing with the conventional case of Hopfield network with stochastic noise. It is shown that the chaotic neural network can enhance weak subthreshold signals and have higher coherence abilities between stimulus and response than those attained by the conventional stochastic model.

• Publication year

  2000

• Venue

  Neural Processing Letters

• Publication date

  2000-03-01

• Fields of study

  Biology, Mathematics, Physics, Computer Science

• Identifiers
  DOI 10.1023/A:1009626028831arXiv nlin/0003003
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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