"Knowledge-Based Neurocomputing " | OPEN EDUCATIONAL RESOURCES

Search by :

ALL Author Subject ISBN/ISSN Advanced Search

Last search:

Text

"Knowledge-Based Neurocomputing "

Ian Cloete, Jacek M. Zurada - Personal Name;

Looking at ways to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system.Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based neurocomputing, the emphasis is on the use and representation of knowledge about an application. Explicit modeling of the knowledge represented by such a system remains a major research topic. The reason is that humans find it difficult to interpret the numeric representation of a neural network.The key assumption of knowledge-based neurocomputing is that knowledge is obtainable from, or can be represented by, a neurocomputing system in a form that humans can understand. That is, the knowledge embedded in the neurocomputing system can also be represented in a symbolic or well-structured form, such as Boolean functions, automata, rules, or other familiar ways. The focus of knowledge-based computing is on methods to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system.ContributorsC. Aldrich, J. Cervenka, I. Cloete, R.A. Cozzio, R. Drossu, J. Fletcher, C.L. Giles, F.S. Gouws, M. Hilario, M. Ishikawa, A. Lozowski, Z. Obradovic, C.W. Omlin, M. Riedmiller, P. Romero, G.P.J. Schmitz, J. Sima, A. Sperduti, M. Spott, J. Weisbrod, J.M. Zurada

Availability

No copy data

Detail Information

Series Title: -
Call Number: -
Publisher: : Cambridge, Mass. : MIT Press,., 2005
Collation: -
Language: English
ISBN/ISSN: 9780262270496
Classification: NONE
Content Type: text
Media Type: computer
Carrier Type: online resource
Edition: 1
Subject(s): COMPUTER SCIENCE/General
Specific Detail Info: -
Statement of Responsibility: Ian Cloete, Jacek M. Zurada

Other Information

Cataloger: Suwardi
Source: https://direct.mit.edu/books/edited-volume/4665/Knowledge-Based-Neurocomputing
Validator: Suwardi
Digital Object Identifier (DOI): https://doi.org/10.7551/mitpress/4070.001.0001
Journal Volume: -
Journal Issue: -
Subtitle: -
Parallel Title: -

Other version/related

No other version available

File Attachment

"Knowledge-Based Neurocomputing "

Comments

You must be logged in to post a comment