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