000 01391 a2200229 4500
003 Nust
005 20221024131337.0
010 _a 95043658
020 _a0534943322 (hard cover)
040 _cNust
082 0 0 _a006.3,HAG
100 1 _aHagan, Martin T.
_9101246
245 1 0 _aNeural network design /
_cMartin T. Hagan, Howard B. Demuth, Mark Beale.
250 _a1st ed.
260 _aBoston :
_bPWS Pub.,
_cc1996.
300 _a1 v. (various pagings) :
_bill. ;
_c24 cm. +
_e1 computer disk (3 1/2 in.)
505 _aIntroduction (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).
650 0 _aNeural networks (Computer science)
_918586
700 1 _aBeale, Mark H.
_9101247
700 1 _aDemuth, Howard B.
_9101248
942 _2ddc
_cBK
_k006.3,HAG
999 _c179557
_d179557