Neural Networks and Computing
Learning Algorithms and ApplicationseBook - 2007
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.
Publisher: London : Imperial College Press ; Singapore ; Hackensack, NJ : Distributed by World Scientific, 2007
Characteristics: 1 online resource (xii, 309 pages) : illustrations