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Chapter 11: Statistical Training
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
