Neural Network Design
Martin T Hagan
Neural Network Design - Indian Edition - New Delhi Cengage Learning India Private Limited 1996 - 1 volume (various pagings) : illustrations
Neuron model and network architectures; an illustrative examples; perceptron learning rule; signal and weight vector spaces; linear transformations for neural networks; supervised Hebbian learning; performance surfaces and optimum points; performance optimization; Widrow-Hoff learning.
"This book provides a clear and detailed survey of basic neural network architectures and learning rules. In it, the authors emphasize mathematical analysis of networks, methods for training networks, and appication of networks to practical engineering problems in pattern recognition, signal processing, and control systems."
9788131503959
Neural networks (Computer science)
006.3 HAG-N
Neural Network Design - Indian Edition - New Delhi Cengage Learning India Private Limited 1996 - 1 volume (various pagings) : illustrations
Neuron model and network architectures; an illustrative examples; perceptron learning rule; signal and weight vector spaces; linear transformations for neural networks; supervised Hebbian learning; performance surfaces and optimum points; performance optimization; Widrow-Hoff learning.
"This book provides a clear and detailed survey of basic neural network architectures and learning rules. In it, the authors emphasize mathematical analysis of networks, methods for training networks, and appication of networks to practical engineering problems in pattern recognition, signal processing, and control systems."
9788131503959
Neural networks (Computer science)
006.3 HAG-N