MATLAB Neural Network Simulation and Application

Author: Wen Xin et al.
Publisher:
Publish Date: 2003-07-01
Features: This book is designed for MATLAB 6.X and its accompanying Neural Network Toolbox. It first introduces the main functions, command functions, and some usage tips of MATLAB 6.X in a step-by-step manner, and also covers the methods for complex numerical calculations and the development of graphical user interfaces. Then, drawing on the author's years of experience in scientific research and graduate supervision, it presents the basic principles, learning and training algorithms, and simulation processes of neural networks and fuzzy neural networks. The book provides a detailed introduction to the usage of MATLAB Neural Network (4.0) Toolbox functions, including the symbols and commands used, the visual environment, and other features. Numerous examples are cited to illustrate the methods of designing and applying neural networks based on MATLAB. This book can serve as a reference textbook for students and faculty in computer science, electronic engineering, control engineering, information and communication science, mathematics, mechanical engineering, and biomedical engineering. It holds significant reference value for scientists and engineers working in the aforementioned fields. For readers studying neural networks and their simulation techniques, it is also an extremely useful introductory guide.