Neural networks : algorithms and applications

By:

Ananda Rao, M

Contributor(s):

Srinivas, J

Material type: Book

BookPublication details: New Delhi: Narosa Publishing House., 2002.Description: xi, 239 p. : ill.; 25 cmISBN:

9788173195075

DDC classification:

006.3 RAO

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode
Books	IIT Gandhinagar	General	006.3 RAO (Browse shelf(Opens below))	Available		002844

This textbook provides a comprehensive introduction to the use of neural networks in mechanical engineering applications. Beginning with an overview of different neural network topologies in the first two parts, functioning of human brain is explained as an analogy with artificial models. Unsupervised models like Hopfield, Bi-directional Associative Memory, Fuzzy Associative Memory, Adaptive Resonance Theory, Kohonen as well as supervised architectures like Multi-Layer Perceptron, Counter Propagation Networks and Radial Basis Function Networks are presented in detail with numerical examples--BOOK JACKET.

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