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- catalog abstract ""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 focus of knowledge-based computing is on methods to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system."--BOOK JACKET.".
- catalog contributor b11594896.
- catalog contributor b11594897.
- catalog contributor b11594898.
- catalog created "2000.".
- catalog date "2000".
- catalog date "2000.".
- catalog dateCopyrighted "2000.".
- catalog description ""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.".".
- catalog description ""The focus of knowledge-based computing is on methods to encode prior knowledge and to extract, refine, and revise knowledge within a neurocomputing system."--BOOK JACKET.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Knowledge-based neurocomputing : past, present, and future -- Architectures and techniques for knowledge-based neurocomputing -- Symbolic knowledge representation in recurrent neural networks : insights from theoretical models of computation -- Tutorial on neurocomputing of structures -- Structural learning and rule discovery -- VL₁ANN : transformation of rules to artificial neural networks -- Integration of heterogeneous sources of partial domain knowledge -- Approximation of differential equations using neural networks -- Fynesse : a hybrid architecture for self-learning control -- Data mining techniques for designing neural network time series predictors -- Extraction of decision trees from artificial networks -- Extraction of linguistic rules from data via neural networks and fuzzy approximation -- Neural knowledge processing in expert systems.".
- catalog extent "xiv, 486 p. :".
- catalog identifier "0262032740 (alk. paper)".
- catalog issued "2000".
- catalog issued "2000.".
- catalog language "eng".
- catalog publisher "Cambridge, Mass. : MIT Press,".
- catalog subject "006.3/2 21".
- catalog subject "Expert systems (Computer science)".
- catalog subject "Neural computers.".
- catalog subject "QA76.87 .C57 1999".
- catalog tableOfContents "Knowledge-based neurocomputing : past, present, and future -- Architectures and techniques for knowledge-based neurocomputing -- Symbolic knowledge representation in recurrent neural networks : insights from theoretical models of computation -- Tutorial on neurocomputing of structures -- Structural learning and rule discovery -- VL₁ANN : transformation of rules to artificial neural networks -- Integration of heterogeneous sources of partial domain knowledge -- Approximation of differential equations using neural networks -- Fynesse : a hybrid architecture for self-learning control -- Data mining techniques for designing neural network time series predictors -- Extraction of decision trees from artificial networks -- Extraction of linguistic rules from data via neural networks and fuzzy approximation -- Neural knowledge processing in expert systems.".
- catalog title "Knowledge-based neurocomputing / Ian Cloete and J.M. Zurada.".
- catalog type "text".