Pattern Recognition using Neural and Functional Networks

• Main Authors: David, Vasantha Kalyani. (Author), Rajasekaran, Sundaramoorthy. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 160
• Subjects: Engineering.; Software engineering.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Software Engineering.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-540-85130-1

The concept of pattern is universal in intelligence and discovery. The patterns in biological data contain knowledge. Discrimination of signal pattern allows personal identification by voice, hand writing, finger prints, facial images, recognition of speech, written characters and also scenes in ima...

Table of Contents:

• Introduction
• Review of Architectures Relevant to the Investigation
• Recognition of English and Tamil Alphabets Using Kohonens Self-Organizing Map
• Adaptive Resonance Theory Networks
• Applications of MicroARTMAP
• Wavelet Transforms and MicroARTMAP
• Gesture and Signature Recognition Using MicroARTMAP
• Solving Scheduling Problems with Competitive Hopfield Neural Networks
• Functional Networks
• Conclusions and Suggestions for Future Work.