Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition

• Main Author: Melin, Patricia (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
• Series: Studies in Computational Intelligence, 389
• Subjects: Engineering.; Artificial intelligence.; Pattern recognition.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.

This book describes hybrid intelligent systems using type-2 fuzzy logic and modular neural networks for pattern recognition applications. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, whic...

Table of Contents:

• Part I: Basic Concepts and Theory
• Part II Modular Neural Networks in Pattern Recognition
• Part III Optimization of Modular Neural Networks for Pattern Recognition.