Information Theoretic Aspects of Neural Networks
Language: English
Published by CRC Press, 1999
- Hardcover
- Used
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- Title
- Information Theoretic Aspects of Neural Networks
- Author
- Neelakanta, Perambur S. (EDT); Neelankanta, P. S.
- Publisher
- CRC Press
- Publication year
- 1999
- Condition
- As New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0849331986
- ISBN 13
- 9780849331985
Information theoretics vis-a-vis neural networks generally embodies parametric entities and conceptual bases pertinent to memory considerations and information storage, information-theoretic based cost-functions, and neurocybernetics and self-organization. Existing studies only sparsely cover the entropy and/or cybernetic aspects of neural information.
Information-Theoretic Aspects of Neural Networks cohesively explores this burgeoning discipline, covering topics such as:
Information-Theoretic Aspects of Neural Networks acts as an exceptional resource for engineers, scientists, and computer scientists working in the field of artificial neural networks as well as biologists applying the concepts of communication theory and protocols to the functioning of the brain. The information in this book explores new avenues in the field and creates a common platform for analyzing the neural complex as well as artificial neural networks.
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