Role of biases in neural network models

The capacity problem for multi-layer networks has proven especially elusive. Our calculation of the capacity of multi-layer networks built by constructive algorithms relies heavily on the existence of biases in the basic building block, the binary perceptron. It is the first time where the capacity...

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Bibliographic Details
Main Author: West, Ansgar Heinrich Ludolf
Published: University of Edinburgh 1997
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.663657