Radial Basis Function Networks 2: New Advances in Design - Softcover

Howlett, Robert J.; Jain, Lakhmi C.

 
9783662003596: Radial Basis Function Networks 2: New Advances in Design

Synopsis

1. An overview of radial basis function networks.- 2. Using radial basis function networks for hand gesture recognition.- 3. Using normalized RBF networks to map hand gestures to speech.- 4. Face recognition using RBF networks.- 5. Classification of facial expressions with domain Gaussian RBF networks.- 6. RBF network classification of ECGs as a potential marker for sudden cardiac death.- 7. Biomedical applications of radial basis function networks.- 8. 3-D visual object classification with hierarchical radial basis function networks.- 9. Controller applications using radial basis function networks.- 10. Model-based recurrent neural network for fault diagnosis of nonlinear dynamic systems.- List of contributors.

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