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Neural Network Learning

Neural Network Learning PDF Author: Martin Anthony
Publisher: Cambridge University Press
ISBN: 052157353X
Category : Computers
Languages : en
Pages : 405

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Book Description
This work explores probabilistic models of supervised learning problems and addresses the key statistical and computational questions. Chapters survey research on pattern classification with binary-output networks, including a discussion of the relevance of the Vapnik Chervonenkis dimension, and of estimates of the dimension for several neural network models. In addition, the authors develop a model of classification by real-output networks, and demonstrate the usefulness of classification...