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https://doi.org/10.1142/9789811201233_0011Cited by:0 (Source: Crossref)
Abstract:

The following sections are included:

  • Fundamental Philosophy

  • Annealing Methods

  • Simulated Annealing by Boltzmann Training of Weights

  • Stochastic Determination of Magnitude of Weight Change

  • Temperature-Equivalent Setting

  • Cauchy Training of Neural Network

  • Statistical Training Case Study: A Stochastic Hopfield Network for Character Recognition

  • Statistical Training Case Study: Identifying AR Signal Parameters with a Stochastic Perceptron Model