Neural network design / Martin T. Hagan, Howard B. Demuth, Mark Beale.
Publisher: Boston : PWS Pub., c1996Edition: 1st edDescription: 1 v. (various pagings) : ill. ; 24 cm. + 1 computer disk (3 1/2 in.)ISBN: 0534943322 (hard cover)Subject(s): Neural networks (Computer science)DDC classification: 006.3,HAG| Item type | Current location | Home library | Shelving location | Call number | URL | Status | Notes | Date due | Barcode | Item holds |
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Book
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Military College of Signals (MCS) | Military College of Signals (MCS) | General Stacks | 006.3,HAG (Browse shelf) | Link to resource | Available | Almirah No.7, Shelf No.2 | MCS30923 |
Introduction (Page-1), Neuron Model and network architectures (Page-2-1), An Illustrative example (Page-3-1), Perception Learning Rule (Page-4-1), Signal and weight vector spaces (Page-5-1), Linear Transformations for neural networks (Page-6-1), Supervised Hebbian Learning (Page-7-1), Performance Surface and Optimum points (Page-8-1), Performance Optimization (Page-9-1), Widrow-Hoff Learning (Page-10-1), Back propagation (Page-11-1), Variations on Back propagation (Page-12-1), Associative Learning (Page-13-1), Competitive Networks (Page-14-1), Grossberg Network (Page-15-1), Adaptive resonance Theory (Page-16-1), Stability (Page-17-1), Hopfield Network (Page-18-1), Epilogue (Page-19-1).
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