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The concepts of neural-network models and techniques of parallel distributed processing are comprehensively presented in a three-step approach: - After a brief overview of the neural structure of the brain and the history of neural-network modeling, the reader is introduced to "neural" information processing, i.e. associative memory, perceptrons, feature-sensitive networks, learning strategies, and practical applications. - Part 2 covers more advanced subjects such as spin glasses, the mean-field theory of the Hopfield model, and the space of interactions in neural networks. - The self-contained final part discusses seven programs that provide practical demonstrations of neural-network models and their learning strategies. Ample opportunity is given to improve and modify the source codes. The software is included on a 5 1/4 inch MS DOS diskette and can be run using Borland's TURBO C 2.0 compiler, the Microsoft C compiler (5.0), or compatible compilers.
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Previews available in: English
Subjects
Models, Neurological, Nervous system, Neural networks (Computer science), Neurological Models, Neural networks, Neurosciences, Artificial Intelligence - General, Mechanics - Dynamics - Thermodynamics, Neuroscience, Konnektionismus (Kybern.), Künstliche Intelligenz, Neuronennetz, Parallelverarbeitung (EDV), Science / Thermodynamics, artificial intelligence, brain research, distributed processing, neural computing, Neural networks (Computer scie, Science, Artificial Intelligence (incl. Robotics), Thermodynamics, Physics, Dynamical Systems and Complexity Statistical PhysicsEdition | Availability |
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Neural networks: an introduction
1995, Springer
in English
- 2nd updated and corr. ed.
3540602070 9783540602071
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Neural Networks: An Introduction/With Diskette (Physics of Neural Networks)
May 1991, Springer
in English
0387523804 9780387523804
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4
Neural Networks: An Introduction (Physics of Neural Networks)
July 30, 1991, Springer
Hardcover
in English
- 1 edition
3540523804 9783540523802
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Neural networks: an introduction
1991, Springer-Verlag
in English
- Corr. 2nd print.
3540523804 9783540523802
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Book Details
First Sentence
"Although the human central nervous system has been studied by medical doctors ever since the late Middle Ages, its detailed structure began to be unraveled only a century ago."
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- Created April 30, 2008
- 4 revisions
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July 30, 2019 | Edited by MARC Bot | associate edition with work OL2937699W |
April 24, 2010 | Edited by Open Library Bot | Fixed duplicate goodreads IDs. |
April 16, 2010 | Edited by bgimpertBot | Added goodreads ID. |
April 30, 2008 | Created by an anonymous user | Imported from amazon.com record |