most citedStatistical Mechanical Analysis of the Dynamics of Learning in Perceptrons

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cond-mat.dis-nn1997★ 1 cited

Statistical Mechanical Analysis of the Dynamics of Learning in Perceptrons

C. W. H. Mace, A. C. C. Coolen

We describe the application of tools from statistical mechanics to analyse the dynamics of various classes of supervised learning rules in perceptrons. The character of this paper…