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Neural Networks And Computing: Learning Algorithms And Applications
Tommy Wai-shing ChowDavid Siu-yeung Cho
出版World Scientific, 2007-08-13
主題Computers / Data Science / Neural NetworksComputers / Networking / GeneralTechnology & Engineering / Electrical
ISBN19089793729781908979377
URLhttp://books.google.com.hk/books?id=_mO7CgAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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./a