INFERENCE FOR STOCHASTIC NEURONAL MODELS by

@inproceedings{Habib1988INFERENCEFS,
  title={INFERENCE FOR STOCHASTIC NEURONAL MODELS by},
  author={Muhammad K. Habib and A. Thavaneswaran},
  year={1988}
}
Stochastic models of some aspects of the electrical activity in the nervous system at the cellular level are developed. In particular, models of the subthreshold behavior of the membrane potential of neurons ar~ consid~r~d alon& ~ith the problem of parameter estimation of physiologically meaningful parameters of the developed models. Both ordinary and partial stochastic differential equation models are treated. 

From This Paper

Figures, tables, and topics from this paper.
4 Citations
25 References
Similar Papers

References

Publications referenced by this paper.
Showing 1-10 of 25 references

Identification of non - stationary diffusion models by the method of sieves

  • H. T. Nguyen, T. D. Pham
  • SIAM ~ Control Optim .
  • 1982
Highly Influential
4 Excerpts

Diffusion approximation for the stochastic activity of a neuron and moments of the interspike interval distribution

  • S. Sato
  • 1982
Highly Influential
1 Excerpt

Diffusion approximations and computational problems for single neurons activity

  • L. M. Ricciardi
  • 1982
Highly Influential
1 Excerpt

Optimal estimation for semimartingales

  • J. B. Walsh
  • ~ ~ Prob .
  • 1986

Quasi 1 ikelihood estimation for semimartingales

  • N. Ikeda, S. Watanabe
  • Stoch . Proc . ~
  • 1986

Discretization and simulation of stochastic differential equations

  • E. Paradoux, D. Talay
  • Acta . App 1 ic . Math .
  • 1985

Discretization of the Wienerprocess in difference methods for stochastic differential equations

  • P. I. H. Johanssema
  • Stochast . Proc . ~
  • 1984

Infinite dimensional stochastic differential equation models for spatially distributed neurons

  • R. Kandel.E., H. Schwartz.J.
  • ~ Hath . Optim .
  • 1984

Similar Papers

Loading similar papers…