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- catalog abstract ""The purpose of this book is to develop neural nets as a strong theory for both brains and machines. The theory is developed in close correlation with the biology of the neuron and the properties of human reasoning. This approach implies the following: - Updating the biology of the artificialneuron. The neurosciences have experienced a tremendous development in the last 50 years. One of the main purposes of the present work is toincorporate this knowledge into a strong model of the artificial neuron. Particular attention is devoted to formalizing the complex chemical processes at the synaptic level. This formal language supports both symbolicreasoning and uncertainty processing. - Investigating the properties of expert reasoning. This kind of reasoning is approximate, partial and non-monotonic, and therefore requires special mathematical tools for its formalization, such as fuzzy set theory and fuzzy logic. Three different intelligent systems developed with this technology are presented and discussed."--PUBLISHER'S WEBSITE.".
- catalog contributor b3986650.
- catalog created "c1992.".
- catalog date "1992".
- catalog date "c1992.".
- catalog dateCopyrighted "c1992.".
- catalog description ""The purpose of this book is to develop neural nets as a strong theory for both brains and machines. The theory is developed in close correlation with the biology of the neuron and the properties of human reasoning. This approach implies the following: - Updating the biology of the artificialneuron. The neurosciences have experienced a tremendous development in the last 50 years. One of the main purposes of the present work is toincorporate this knowledge into a strong model of the artificial neuron. Particular attention is devoted to formalizing the complex chemical processes at the synaptic level. This formal language supports both symbolicreasoning and uncertainty processing. - Investigating the properties of expert reasoning. This kind of reasoning is approximate, partial and non-monotonic, and therefore requires special mathematical tools for its formalization, such as fuzzy set theory and fuzzy logic. Three different intelligent systems developed with this technology are presented and discussed."--PUBLISHER'S WEBSITE.".
- catalog description "Includes bibliographical references (pages 367-385) and index.".
- catalog extent "393 p. :".
- catalog hasFormat "Neural nets.".
- catalog identifier "0387559493 (New York)".
- catalog identifier "3540559493 (Berlin)".
- catalog isFormatOf "Neural nets.".
- catalog isPartOf "Lecture notes in computer science ; 638. Lecture notes in artificial intelligence".
- catalog isPartOf "Lecture notes in computer science ; 638.".
- catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
- catalog issued "1992".
- catalog issued "c1992.".
- catalog language "eng".
- catalog publisher "Berlin ; New York : Springer-Verlag,".
- catalog relation "Neural nets.".
- catalog subject "006.3 20".
- catalog subject "Brain Physiology.".
- catalog subject "Models, Neurological.".
- catalog subject "Nerve Net.".
- catalog subject "Neural Networks (Computer)".
- catalog subject "Neural Pathways physiology.".
- catalog subject "Neural networks (Computer science)".
- catalog subject "QA76.87 .R63 1992".
- catalog subject "WL 102 R672n 1992".
- catalog title "Neural nets : a theory for brains and machines / A.F. Rocha.".
- catalog type "text".