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Self-tuning and stochastic resonance in a simple threshold system—a filter theory approach

Author

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  • Munakata, Toyonori
  • Hada, Takahiro
  • Ueda, Michihito

Abstract

Fully nonlinear filter theory is applied to a simple threshold system, which plays the role of an observer of input signals from a Brownian dynamical system. Our filtering results are discussed within the frameworks of both stochastic resonance and self-tuning of the threshold values, which gathers a lot of attention in relation to information processing in auditory systems.

Suggested Citation

  • Munakata, Toyonori & Hada, Takahiro & Ueda, Michihito, 2007. "Self-tuning and stochastic resonance in a simple threshold system—a filter theory approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 375(2), pages 492-498.
  • Handle: RePEc:eee:phsmap:v:375:y:2007:i:2:p:492-498
    DOI: 10.1016/j.physa.2006.09.024
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    Cited by:

    1. Ueda, Michihito, 2010. "Improvement of signal-to-noise ratio by stochastic resonance in sigmoid function threshold systems, demonstrated using a CMOS inverter," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(10), pages 1978-1985.

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