Introduction to the Theory of Neural Computation(1991)
Nordita
被引用2881|浏览13
摘要
From the Publisher:This book is a comprehensive introduction to the neural network models currently under intensive study for computational applications. It is a detailed, logically-developed treatment that covers the theory and uses of collective computational networks, including associative memory, feed forward networks, and unsupervised learning. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.
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关键词
Function Approximation,Recurrent Neural Networks,Feedforward Neural Networks,Backpropagation Learning,Pattern Classification