Literature DB >> 2765590

Noise effects in an electronic model of a single neuron.

A R Bulsara1, R D Boss, E W Jacobs.   

Abstract

We consider a simple electronic circuit model of a single neuron. The neuron is assumed to be driven by an external signal comprising constant (dc) and random components. In addition, the nonlinearity parameter in the circuit is assumed to fluctuate, thereby giving rise to critical behavior including the onset of hysteresis phenomena even for system parameter values that would not otherwise support such behavior. This "noise-induced critical behavior" is analysed, in the long time limit, through a study of the probability density function describing the neural response.

Mesh:

Year:  1989        PMID: 2765590     DOI: 10.1007/BF00198768

Source DB:  PubMed          Journal:  Biol Cybern        ISSN: 0340-1200            Impact factor:   2.086


  3 in total

1.  Influence of noise on the function of a "physiological" neural network.

Authors:  J Buhmann; K Schulten
Journal:  Biol Cybern       Date:  1987       Impact factor: 2.086

2.  Neural networks and physical systems with emergent collective computational abilities.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1982-04       Impact factor: 11.205

3.  Neurons with graded response have collective computational properties like those of two-state neurons.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1984-05       Impact factor: 11.205

  3 in total
  1 in total

1.  Stochastical aspects of neuronal dynamics: Fokker-Planck approach.

Authors:  D De Groff; P S Neelakanta; R Sudhakar; V Aalo
Journal:  Biol Cybern       Date:  1993       Impact factor: 2.086

  1 in total

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