Algorithms and Architectures: Algorithms and Architectures - download pdf or read online

By Cornelius T. Leondes

ISBN-10: 012443861X

ISBN-13: 9780124438613

This quantity is the 1st different and entire therapy of algorithms and architectures for the belief of neural community platforms. It provides concepts and numerous tools in several parts of this wide topic. The e-book covers significant neural community structures constructions for reaching powerful structures, and illustrates them with examples.

This quantity contains Radial foundation functionality networks, the Expand-and-Truncate studying set of rules for the synthesis of Three-Layer Threshold Networks, weight initialization, quick and effective variations of Hamming and Hopfield neural networks, discrete time synchronous multilevel neural structures with decreased VLSI calls for, probabilistic layout concepts, time-based recommendations, concepts for decreasing actual consciousness requisites, and purposes to finite constraint problems.

A certain and complete reference for a large array of algorithms and architectures, this e-book should be of use to practitioners, researchers, and scholars in commercial, production, electric, and mechanical engineering, in addition to in computing device technological know-how and engineering.

  • Radial foundation functionality networks
  • The Expand-and-Truncate studying set of rules for the synthesis of Three-Layer Threshold Networks
  • Weight initialization
  • Fast and effective variations of Hamming and Hopfield neural networks
  • Discrete time synchronous multilevel neural platforms with lowered VLSI demands
  • Probabilistic layout techniques
  • Time-based techniques
  • Techniques for decreasing actual awareness requirements
  • Applications to finite constraint problems
  • Practical consciousness equipment for Hebbian variety associative reminiscence systems
  • Parallel self-organizing hierarchical neural community systems
  • Dynamics of networks of organic neurons for usage in computational neuroscience

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Read or Download Algorithms and Architectures: Algorithms and Architectures v. 1, Pt. 1 (Neural Network Systems Techniques and Applications) PDF

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Algorithms and Architectures: Algorithms and Architectures v. 1, Pt. 1 (Neural Network Systems Techniques and Applications) by Cornelius T. Leondes


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