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Some Applications of the Difference Analysis for Stochastic Systems

Chaotic Dynamics 2016-09-08 v1 Cellular Automata and Lattice Gases

Abstract

The work relates to a new way for analysis of one-dimensional stochastic systems, based on consideration of its higher order difference structure. From this point of view, the deterministic and random processes are analyzed. A new numerical characteristic for one-dimensional stochastic systems is introduced. The applications to single neuron models and neural networks are given.

Keywords

Cite

@article{arxiv.nlin/0203045,
  title  = {Some Applications of the Difference Analysis for Stochastic Systems},
  author = {A. Yu. Shahverdian and A. V. Apkarian},
  journal= {arXiv preprint arXiv:nlin/0203045},
  year   = {2016}
}

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22pages