An introduction to neural networks
Offers explanation of the technical aspects of the Neural Networks. This book provides comprehensive coverage of the following key areas: artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; and, associative memory and Hopfield nets.
xi, 234 pages : illustrations ; 24 cm
9781857286731, 9781857285031, 1857286731, 1857285034
37875698
Neural Net - A Preliminary Discussion. The von Neumann Machine and The Symbolic Paradigm. Real Neurons - A Review. Artificial neurons. Non- binary signal communication. Introducing Time. Network Features. Alternative Node Types. Cubic Nodes and Reward. Penalty Training. Drawing Things Together - Some Perspectives.