Implementation techniques:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
San Diego, Calif.
Academic Press
c1998
|
| Schriftenreihe: | Neural network systems, techniques and applications
v. 3 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references and index Front Cover; Implementation Techniques; Copyright Page; Contents; Contributors; Preface; Chapter 1. Recurrent Neural Networks: Identification and Other System Theoretic Properties; Chapter 2. Boltzmann Machines: Statistical Associations and Algorithms for Training; Chapter 3. Constructive Learning Techniques for Designing Neural Network Systems; Chapter 4. Modular Neural Networks; Chapter 5. Associative Memories; Chapter 6. A Logical Basis for Neural Network Design; Chapter 7. Neural Networks Applied to Data Analysis; Chapter 8. Multimode Single-Neuron Arithmetics; Index This volume covers practical and effective implementation techniques, including recurrent methods, Boltzmann machines, constructive learning with methods for the reduction of complexity in neural network systems, modular systems, associative memory, neural network design based on the concept of the Inductive Logic Unit, and a comprehensive treatment of implementations in the area of data classification. Numerous examples enhance the text. Practitioners, researchers,and students in engineering and computer science will find Implementation Techniques a comprehensive and powerful reference |
| Beschreibung: | 1 Online-Ressource (xviii, 401 p.) |
| ISBN: | 9780080551821 0080551823 9780124438637 |
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| spelling | Implementation techniques edited by Cornelius T. Leondes San Diego, Calif. Academic Press c1998 1 Online-Ressource (xviii, 401 p.) txt rdacontent c rdamedia cr rdacarrier Neural network systems, techniques and applications v. 3 Includes bibliographical references and index Front Cover; Implementation Techniques; Copyright Page; Contents; Contributors; Preface; Chapter 1. Recurrent Neural Networks: Identification and Other System Theoretic Properties; Chapter 2. Boltzmann Machines: Statistical Associations and Algorithms for Training; Chapter 3. Constructive Learning Techniques for Designing Neural Network Systems; Chapter 4. Modular Neural Networks; Chapter 5. Associative Memories; Chapter 6. A Logical Basis for Neural Network Design; Chapter 7. Neural Networks Applied to Data Analysis; Chapter 8. Multimode Single-Neuron Arithmetics; Index This volume covers practical and effective implementation techniques, including recurrent methods, Boltzmann machines, constructive learning with methods for the reduction of complexity in neural network systems, modular systems, associative memory, neural network design based on the concept of the Inductive Logic Unit, and a comprehensive treatment of implementations in the area of data classification. Numerous examples enhance the text. Practitioners, researchers,and students in engineering and computer science will find Implementation Techniques a comprehensive and powerful reference COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Neural computers fast Neural networks (Computer science) fast Künstliche Intelligenz Neural networks (Computer science) Neural computers Artificial intelligence Implementierung Informatik (DE-588)4026663-1 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Neuronales Netz (DE-588)4226127-2 s Implementierung Informatik (DE-588)4026663-1 s 2\p DE-604 Leondes, Cornelius T. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=207161 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Implementation techniques COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Neural computers fast Neural networks (Computer science) fast Künstliche Intelligenz Neural networks (Computer science) Neural computers Artificial intelligence Implementierung Informatik (DE-588)4026663-1 gnd Neuronales Netz (DE-588)4226127-2 gnd |
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| title | Implementation techniques |
| title_auth | Implementation techniques |
| title_exact_search | Implementation techniques |
| title_full | Implementation techniques edited by Cornelius T. Leondes |
| title_fullStr | Implementation techniques edited by Cornelius T. Leondes |
| title_full_unstemmed | Implementation techniques edited by Cornelius T. Leondes |
| title_short | Implementation techniques |
| title_sort | implementation techniques |
| topic | COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Neural computers fast Neural networks (Computer science) fast Künstliche Intelligenz Neural networks (Computer science) Neural computers Artificial intelligence Implementierung Informatik (DE-588)4026663-1 gnd Neuronales Netz (DE-588)4226127-2 gnd |
| topic_facet | COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Artificial intelligence Neural computers Neural networks (Computer science) Künstliche Intelligenz Implementierung Informatik Neuronales Netz Aufsatzsammlung |
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