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Cover for 9783540211235 Cover for 9783540717829 Cover for 9780387284859
The field of neural information processing has two main objects: investigation into the functioning of biological neural networks and use of artificial neural networks to sol ve real world problems. Even before the reincarnation of the field of artificial neural networks in mid nineteen eighties, researchers have attempted to explore the engineering of human brain function. After the reincarnation, we have seen an emergence of a large number of neural network models and their successful applications to solve real world problems. This volume presents a collection of recent research and developments in the field of neural information processing. The book is organized in three Parts, i.e., (1) architectures, (2) learning algorithms, and (3) applications. Artificial neural networks consist of simple processing elements called neurons, which are connected by weights. The number of neurons and how they are connected to each other defines the architecture of a particular neural network. Part 1 of the book has nine chapters, demonstrating some of recent neural network architectures derived either to mimic aspects of human brain function or applied in some real world problems. Muresan provides a simple neural network model, based on spiking neurons that make use of shunting inhibition, which is capable of resisting small scale changes of stimulus. Hoshino and Zheng simulate a neural network of the auditory cortex to investigate neural basis for encoding and perception of vowel sounds.
By Lipo Wang (editor)

Hardcover:

9783540211235 | Springer Verlag, June 30, 2004, cover price $249.00 | About this edition: The field of neural information processing has two main objects: investigation into the functioning of biological neural networks and use of artificial neural networks to sol ve real world problems.

Paperback:

9783642535642 | Reprint edition (Springer Verlag, July 20, 2012), cover price $239.00

cover image for 9780387284859
Product Description: During the 1980s and early 1990s there was signi?cant work in the design and implementation of hardware neurocomputers. Nevertheless, most of these efforts may be judged to have been unsuccessful: at no time have have ha- ware neurocomputers been in wide use...read more
By Amos R. Omondi (editor) and Jagath Chandana Rajapakse (editor)

Hardcover:

9780387284859 | Springer Verlag, May 15, 2006, cover price $229.00 | About this edition: During the 1980s and early 1990s there was signi?

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