A method of statistical neurodynamics.

作者: Shun-ichi Amari

DOI: 10.1007/BF00274806

关键词: CombinatoricsStability (probability)State (functional analysis)Microstate (statistical mechanics)MathematicsStatistical physicsComplex system

摘要: A method of statistical neurodynamics is presented for treating ensembles nets randomly connected neuron-like elements. The concept a macrostate plays fundamental role in and criterion given ascertaining that macroscopic quantities together constitute macrostate. activity nerve net shown to be the equation dynamics elucidated various random nets. It distance between two microstates can also treated as generalized sense. its represents how states changes course state transitions. reveals interesting microscopic properties nets, such stability state-transition, transient lengths, etc.

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