Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
|
Buy Now
Neural Information Processing: Research and Development (Hardcover, 2004 ed.)
Loot Price: R4,367
Discovery Miles 43 670
|
|
Neural Information Processing: Research and Development (Hardcover, 2004 ed.)
Series: Studies in Fuzziness and Soft Computing, 152
Expected to ship within 12 - 17 working days
|
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.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.