Title
Algorithms and Architectures (Volume 1) (Neural Network Systems Techniques and Applications, Volume 1),Used
Delivery time: 8-12 business days (International)
This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It presents techniques and diverse methods in numerous areas of this broad subject. The book covers major neural network systems structures for achieving effective systems, and illustrates them with examples.This volume includes Radial Basis Function networks, the ExpandandTruncate Learning algorithm for the synthesis of ThreeLayer Threshold Networks, weight initialization, fast and efficient variants of Hamming and Hopfield neural networks, discrete time synchronous multilevel neural systems with reduced VLSI demands, probabilistic design techniques, timebased techniques, techniques for reducing physical realization requirements, and applications to finite constraint problems.A unique and comprehensive reference for a broad array of algorithms and architectures, this book will be of use to practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as in computer science and engineering. Radial Basis Function networks The ExpandandTruncate Learning algorithm for the synthesis of ThreeLayer Threshold Networks Weight initialization Fast and efficient variants of Hamming and Hopfield neural networks Discrete time synchronous multilevel neural systems with reduced VLSI demands Probabilistic design techniques Timebased techniques Techniques for reducing physical realization requirements Applications to finite constraint problems Practical realization methods for Hebbian type associative memory systems Parallel selforganizing hierarchical neural network systems Dynamics of networks of biological neurons for utilization in computational neuroscience
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This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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