Table of Contents:
  • Chapter 1 Introduction to Neural Networks for Signal Processing
  • chapter 2 Signal Processing Using the Multilayer Perceptron
  • chapter 3 Radial Basis Functions
  • chapter 4 An Introduction to Kernel-Based Learning Algorithms
  • chapter 5 Committee Machines
  • chapter 6 Dynamic Neural Networks and Optimal Signal Processing
  • chapter 7 Blind Signal Separation and Blind Deconvolution
  • chapter 8 Neural Networks and Principal Component Analysis
  • chapter 9 Applications of Artificial Neural Networks to Time Series Prediction
  • chapter 10 Applications of Artificial Neural Networks (ANNs)to Speech Processing
  • chapter 11 Learning and Adaptive Characterization of Visual Contents in Image Retrieval Systems
  • chapter 12 Applications of Neural Networks to Biomedical Image Processing
  • chapter 13 Hierarchical Fuzzy Neural Networks for Pattern Classification.