Some Applications of the Difference Analysis for Stochastic Systems

Details Some Applications of the Difference Analysis for Stochastic Systems Some Applications of the Difference Analysis for Stochastic Systems

2002-03-21

arxiv.org/abs/nlin/0203045v1

Nonlinear Sciences

Chaotic Dynamics

22pages

Scientific paper

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.

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