
Studies in Fuzziness and Soft Computing Knowledge-Based Neurocomputing: A Fuzzy Logic Approach, Book 234, (Hardcover)
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- Studies in Fuzziness and Soft Computing Knowledge-Based Neurocomputing: A Fuzzy Logic Approach, Book 234, (Hardcover)
- Author: Springer
- ISBN: 9783540880769
- Format: Hardcover
- Publication Date: 2009-01-17
- Page Count: 100
Specs
- Book formatHardcover
- Fiction/nonfictionNon-Fiction
- GenreComputing & Internet
- Pub date2009-01-17
- Pages100
- SubgenreArtificial Intelligence
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In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural network. Conversely, every standard artificial neural network has an equivalent FARB.
The FARB-ANN equivalence integrates the merits of symbolic fuzzy rule-bases and sub-symbolic artificial neural networks, and yields a new approach for knowledge-based neurocomputing in artificial neural networks.
- Studies in Fuzziness and Soft Computing Knowledge-Based Neurocomputing: A Fuzzy Logic Approach, Book 234, (Hardcover)
- Author: Springer
- ISBN: 9783540880769
- Format: Hardcover
- Publication Date: 2009-01-17
- Page Count: 100
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Specifications
Book format
Hardcover
Fiction/nonfiction
Non-Fiction
Genre
Computing & Internet
Pub date
2009-01-17
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