Complexity Explorer Santa Fe Institute


Textbook

Introduction to the Theory of Neural Computation

"Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest." Supplementary material: Errata, exercises, teaching aids: http://www.phy.duke.edu/~palmer/HKP/

Author
J. A. Hertz, A. S. Krogh & R. G. Palmer
Topic(s)
statistical mechanics; stochastic networks; feed-forward networks; Boltzmann machines; neural networks; stochastic dynamics; entropy;
URL
http://amzn.to/2lJwRsY

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