Process Neural Networks

Theory and Applications

By Xingui He , Shaohua Xu

  • eBook Price: $139.00
Buy eBook Buy Print Book

Process Neural Networks Cover Image

  • Add to Wishlist
  • ISBN13: 978-3-5407-3761-2
  • 240 Pages
  • User Level: Science
  • Publication Date: July 5, 2010
  • Available eBook Formats: PDF

Related Titles

  • Information Systems and Neuroscience
Full Description
'Process Neural Network: Theory and Applications' proposes the concept and model of a process neural network for the first time, showing how it expands the mapping relationship between the input and output of traditional neural networks and enhances the expression capability for practical problems, with broad applicability to solving problems relating to processes in practice. Some theoretical problems such as continuity, functional approximation capability, and computing capability, are closely examined. The application methods, network construction principles, and optimization algorithms of process neural networks in practical fields, such as nonlinear time-varying system modeling, process signal pattern recognition, dynamic system identification, and process forecast, are discussed in detail. The information processing flow and the mapping relationship between inputs and outputs of process neural networks are richly illustrated. Xingui He is a member of Chinese Academy of Engineering and also a professor at the School of Electronic Engineering and Computer Science, Peking University, China, where Shaohua Xu also serves as a professor.
Table of Contents

Table of Contents

  1. Introduction.
  2. Artificial Neural Networks.
  3. Process Neurons.
  4. Feedforward Process Neural Networks.
  5. Learning Algorithm of Process Neural Networks.
  6. Feedback Process Neural Networks.
  7. Multi
  8. aggregation Process Neural Networks.
  9. Design and Construction of Process Neural Networks.
  10. Applications of Process Neural Networks.

Please Login to submit errata.

No errata are currently published


    1. Modern X86 Assembly Language Programming


      View Book

    2. The Coder\'s Path to Wealth and Independence


      View Book

    3. Pro Android Web Game Apps


      View Book

    4. Thinking in LINQ


      View Book