The author has brought together a group of contributors to produce a volume that presents work in the field of neural networks for sppech processing and computer vision. The text seeks to integrate the information available at the moment and should be useful among those engaged in neural network research and applications. This book should be of interest to graduate students, academic and professional researchers.