Neural Network Systems Techniques and Applications

Advances in Theory and Applications

Nonfiction, Computers, Advanced Computing, Engineering, Neural Networks, Artificial Intelligence, Science & Nature, Technology
Cover of the book Neural Network Systems Techniques and Applications by Cornelius T. Leondes, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Cornelius T. Leondes ISBN: 9780080553900
Publisher: Elsevier Science Publication: February 9, 1998
Imprint: Academic Press Language: English
Author: Cornelius T. Leondes
ISBN: 9780080553900
Publisher: Elsevier Science
Publication: February 9, 1998
Imprint: Academic Press
Language: English

The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies.

Control and Dynamic Systems covers the important topics of highly effective Orthogonal Activation Function Based Neural Network System Architecture, multi-layer recurrent neural networks for synthesizing and implementing real-time linear control,adaptive control of unknown nonlinear dynamical systems, Optimal Tracking Neural Controller techniques, a consideration of unified approximation theory and applications, techniques for the determination of multi-variable nonlinear model structures for dynamic systems with a detailed treatment of relevant system model input determination, High Order Neural Networks and Recurrent High Order Neural Networks, High Order Moment Neural Array Systems, Online Learning Neural Network controllers, and Radial Bias Function techniques.

Coverage includes:

  • Orthogonal Activation Function Based Neural Network System Architecture (OAFNN)
  • Multilayer recurrent neural networks for synthesizing and implementing real-time linear control
  • Adaptive control of unknown nonlinear dynamical systems
  • Optimal Tracking Neural Controller techniques
  • Consideration of unified approximation theory and applications
  • Techniques for determining multivariable nonlinear model structures for dynamic systems, with a detailed treatment of relevant system model input determination
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies.

Control and Dynamic Systems covers the important topics of highly effective Orthogonal Activation Function Based Neural Network System Architecture, multi-layer recurrent neural networks for synthesizing and implementing real-time linear control,adaptive control of unknown nonlinear dynamical systems, Optimal Tracking Neural Controller techniques, a consideration of unified approximation theory and applications, techniques for the determination of multi-variable nonlinear model structures for dynamic systems with a detailed treatment of relevant system model input determination, High Order Neural Networks and Recurrent High Order Neural Networks, High Order Moment Neural Array Systems, Online Learning Neural Network controllers, and Radial Bias Function techniques.

Coverage includes:

More books from Elsevier Science

Cover of the book Welding and Joining of Advanced High Strength Steels (AHSS) by Cornelius T. Leondes
Cover of the book Semiconductor Lasers I by Cornelius T. Leondes
Cover of the book Forensic Testimony by Cornelius T. Leondes
Cover of the book Advances in Applied Mechanics by Cornelius T. Leondes
Cover of the book Tortillas: Wheat Flour and Corn Products by Cornelius T. Leondes
Cover of the book Lead by Cornelius T. Leondes
Cover of the book Carbon Dioxide, Populations, and Communities by Cornelius T. Leondes
Cover of the book Neurobiology of the Placebo Effect, Part I by Cornelius T. Leondes
Cover of the book Metasploit Toolkit for Penetration Testing, Exploit Development, and Vulnerability Research by Cornelius T. Leondes
Cover of the book Functional Neural Transplantation IV by Cornelius T. Leondes
Cover of the book Nanoelectronics by Cornelius T. Leondes
Cover of the book Optical Fiber Telecommunications Volume VIA by Cornelius T. Leondes
Cover of the book Mechanical Behaviors of Carbon Nanotubes by Cornelius T. Leondes
Cover of the book Global Physical Climatology by Cornelius T. Leondes
Cover of the book Functional Neuromarkers for Psychiatry by Cornelius T. Leondes
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy