TY - BOOK AU - Hagan,Martin T. AU - Demuth,Howard B. AU - Beale,Mark H. TI - Neural network design / SN - 9788131503959 U1 - 006.3 20 PY - 2008/// CY - New Dehli PB - Cengage KW - Neural networks (Computer science) N1 - Includes bibliographical references and index; 1. Neuron model and network architectures; 2. An illustrative examples; 3. Perceptron learning rule; 4. Signal and weight vector spaces; 5. Linear transformations for neural networks; 6. Supervised Hebbian learning; 7. Performance surfaces and optimum points; 8. Performance optimization; 9. Widrow-Hoff learning, backpropagation, variations on backpropagation, associative learning, competitive networks, grossberg network, adaptive resonance theory, stability, hopfield network, epilogue ER -