Pattern Recognition Using Neural and Functional Networks (Studies in Computational Intelligence .160) （2. Aufl. 2013. XXII, 184 S. 57 SW-Abb., 24 Tabellen. 235 mm）

David, Vasantha Kalyani/ Rajasekaran, S.

SPRINGER, BERLIN（2013発売）

• 製本 Paperback:紙装版/ペーパーバック版
• 商品コード 9783642261558

Full Description

The concept of pattern is universal in intelligence. This book recounts recent progress in pattern recognition using neural networks and functional networks, including wavelet transforms in the context of handwritten characters, gestures and signatures.

Contents

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.