Download Static and dynamic neural networks eBook in DJVU

(By Liang Jin, Madan M. Gupta, Noriyasu Homma)



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Format: DJVU

Language: English

Publisher: Wiley-IEEE Press



Provides comprehensive treatment of the theory of both static and dynamic neural networks. * Theoretical concepts are illustrated by reference to practical examples Includes end-of-chapter exercises and end-of-chapter exercises. From the Back Cover A solid introduction to the concepts and advanced applications of neural networks Since the 1980s, the field of neural networks has undergone exponential growth. Robots in manufacturing, mining, agriculture, space and ocean exploration, and health sciences are just a few examples of the challenging applications where human-like attributes such as cognition and intelligence are playing an important role. Neural networks and related areas such as fuzzy logic and soft-computing in general are also contributing to complex decision-making in such fields as health sciences, management, economics, politics, law, and administration. In the future, robots could evolve into electro-mechanical systems with cognitive skills approaching human intelligence. With a fascinating blend of heuristic concepts and mathematical rigor, Static and Dynamic Neural Networks: From Fundamentals to Advanced Theory outlines the basic concepts behind neural networks and leads the reader onward to more advanced theory and applications. Pedagogically sound and clearly written, this text discusses: Neuronal morphology and neuro-computational systems Threshold logic, adaptation, and learning Static neural networks?MFNNs, XOR Neural Networks, and Backpropagation Algorithms Dynamic neural networks?both continuous-time and discrete-time Binary neural networks, feedback binary associative memories, fuzzy sets, and other advanced topics Thoroughly surveying the many-faceted and increasingly influential field of neural networks, this is a valuable reference for both practitioner and student.



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Static and dynamic neural networks ebook
Static and dynamic neural networks ebook pdf
Static and dynamic neural networks ebook djvu
Static and dynamic neural networks ebook chm
Liang Jin, Madan M. Gupta, Noriyasu Homma ebooks