Abstract:
In this work we describe a fuzzy inference system to determine the relevance of each module in modular neural networks for images recognition. The tests were made with Ty...Show MoreMetadata
Abstract:
In this work we describe a fuzzy inference system to determine the relevance of each module in modular neural networks for images recognition. The tests were made with Type 1 and Interval type-2 fuzzy inference system, to compare the performance. In both cases the fusion operator for the modules is the Sugeno integral, and the parameters to estimate are the fuzzy densities.
Published in: 2009 IEEE International Conference on Fuzzy Systems
Date of Conference: 20-24 August 2009
Date Added to IEEE Xplore: 02 October 2009
ISBN Information:
Print ISSN: 1098-7584
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Neural Network ,
- Fuzzy Logic ,
- Network Modularity ,
- Type-2 Fuzzy ,
- Application Of Fuzzy Logic ,
- Interval Type-2 Fuzzy ,
- Modular Neural Network ,
- Interval Type-2 Fuzzy Logic ,
- Image Recognition ,
- Training Data ,
- Density Estimation ,
- Simulation Process ,
- Simulated Values ,
- Radial Basis Function ,
- Fuzzy Set ,
- Random Permutations ,
- Fuzzy System ,
- Modular Structure ,
- Recognition Rate ,
- Information Fusion ,
- Fuzzy Measure ,
- Recursive Formula ,
- Face Database ,
- Aggregation Operators
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Neural Network ,
- Fuzzy Logic ,
- Network Modularity ,
- Type-2 Fuzzy ,
- Application Of Fuzzy Logic ,
- Interval Type-2 Fuzzy ,
- Modular Neural Network ,
- Interval Type-2 Fuzzy Logic ,
- Image Recognition ,
- Training Data ,
- Density Estimation ,
- Simulation Process ,
- Simulated Values ,
- Radial Basis Function ,
- Fuzzy Set ,
- Random Permutations ,
- Fuzzy System ,
- Modular Structure ,
- Recognition Rate ,
- Information Fusion ,
- Fuzzy Measure ,
- Recursive Formula ,
- Face Database ,
- Aggregation Operators