INTRODUCTION TO COMPUTATIONAL NEUROBIOLOGY AND CLUSTERING (Advances in Mathematics for Applied Sciences) - Hardcover

Tirozzi, Brunello; Bianchi, Daniela; Ferraro, Enrico

Hardcover

ISBN 10: 9812705392 ISBN 13: 9789812705396

Publisher: World Scientific Publishing Company, 2007

Synopsis

This volume provides students with the necessary tools to better understand the fields of neurobiological modeling, cluster analysis of proteins and genes. The theory is explained starting from the beginning and in the most elementary terms, there are many exercises solved and not useful for the understanding of the theory. The exercises are specially adapted for training and many useful Matlab programs are included, easily understood and generalizable to more complex situations. This self-contained text is particularly suitable for an undergraduate course of biology and biotechnology.New results are also provided for researchers such as the description and applications of the Kohonen neural networks to gene classification and protein classification with back propagation neutral networks.

Edition details

• Publisher: World Scientific Publishing Company
• Publication date: 2007
• Language: English
• ISBN 10: 9812705392
• ISBN 13: 9789812705396
• Binding: Hardcover
• Number of pages: 248