Pattern Recognition Using Neural and Functional Networks

Vasantha Kalyani David, S. Rajasekaran (Autoren)

Buch | Softcover

XXII, 184 Seiten

2010 | 1., st Edition. Softcover version of original hardcover edition 2009
Springer Berlin (Verlag)
978-3-642-09885-7 (ISBN)

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Pattern recognition already figures large in our world, and the possibilities in fields as diverse as climate, culture and history are enormous. This book explores neural networks and functional networks for possible tracks of pattern recognition.

Introduction.- Review of Architectures Relevant to the Investigation.- Recognition of English and Tamil Alphabets Using Kohonen’s 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.

Reihe/Serie	Studies in Computational Intelligence
Sprache	englisch
Maße	155 x 235 mm
Gewicht	317 g
Einbandart	Paperback
Themenwelt	Technik
Schlagworte	Computational Intelligence • Functional Networks • Neural networks • pattern recognition
ISBN-10	3-642-09885-1 / 3642098851
ISBN-13	978-3-642-09885-7 / 9783642098857
Zustand	Neuware