Knowledge-Based Neurocomputing
| Author/creator | Cloete, Ian Editor |
| Other author | Zurada, Jacek M. Editor |
| Format | Electronic |
| Publication Info | Cambridge : MIT Press |
| Description | 500 p. ill 09.900 x 08.200 in. |
| Supplemental Content | Full text available from MIT Press Direct to Open Backfile STEAM Monographs D2O |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Subjects |
| Summary | Annotation <p>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.Contributors : C. 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.</p> |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 99041770 |
| ISBN | 9780262032742 |
| ISBN | 0262032740 (Trade Cloth) Active Record |
| Standard identifier# | 9780262032742 |
| Stock number | 00015994 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |