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Full-Text Articles in Physical Sciences and Mathematics
Fuzzy Neural Network Models For Classification, Arun D. Kulkarni, Charles D. Cavanaugh
Fuzzy Neural Network Models For Classification, Arun D. Kulkarni, Charles D. Cavanaugh
Arun Kulkarni
In this paper, we combine neural networks with fuzzy logic techniques. We propose a fuzzy-neural network model for pattern recognition. The model consists of three layers. The first layer is an input layer. The second layer maps input features to the corresponding fuzzy membership values, and the third layer implements the inference engine. The learning process consists of two phases. During the first phase weights between the last two layers are updated using the gradient descent procedure, and during the second phase membership functions are updated or tuned. As an illustration the model is used to classify samples from a …
Interactive Real Analysis. / Glossary, Bert Wachsmuth
Interactive Real Analysis. / Glossary, Bert Wachsmuth
Bert Wachsmuth
No abstract provided.
Logic-Based Methods For Optimization: Combining Optimization And Constraint Satisfaction, John Hooker
Logic-Based Methods For Optimization: Combining Optimization And Constraint Satisfaction, John Hooker
John Hooker
No abstract provided.