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ARTIFICIAL NEURAL NETWORKS
B. YEGNANARAYANA
出版PHI Learning Pvt. Ltd., 2009-01-14
主題Computers / Client-Server ComputingComputers / General
ISBN81203125389788120312531
URLhttp://books.google.com.hk/books?id=RTtvUVU_xL4C&hl=&source=gbs_api
EBookSAMPLE
註釋Designed as an introductory level textbook on Artificial Neural Networks at the postgraduate and senior undergraduate levels in any branch of engineering, this self-contained and well-organized book highlights the need for new models of computing based on the fundamental principles of neural networks. Professor Yegnanarayana compresses, into the covers of a single volume, his several years of rich experience, in teaching and research in the areas of speech processing, image processing, artificial intelligence and neural networks. He gives a masterly analysis of such topics as Basics of artificial neural networks, Functional units of artificial neural networks for pattern recognition tasks, Feedforward and Feedback neural networks, and Archi-tectures for complex pattern recognition tasks. Throughout, the emphasis is on the pattern processing feature of the neural networks. Besides, the presentation of real-world applications provides a practical thrust to the discussion.