Neural Networks And Computing: Learning Algorithms And Applications

ISBN: 9781860947582 出版年：2007 页码：322 Tommy Wai-shing Chow David Siu-yeung Cho World Scientific Publishing Company

This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.