دانلود کتاب Handbook of Neural Computing Applications

فهرست مطالب :

Content:
Front Matter, Page iii
Copyright, Page iv
ACKNOWLEDGMENTS, Pages v-vi
PREFACE, Pages vii-ix
1 - INTRODUCTION TO NEURAL NETWORKS, Pages 1-12
2 - HISTORY AND DEVELOPMENT OF NEURAL NETWORKS, Pages 13-27
3 - THE NEUROLOGICAL BASIS FOR NEURAL COMPUTATIONS, Pages 29-44
4 - NEURAL NETWORK STRUCTURES: FORM FOLLOWS FUNCTION, Pages 45-57
5 - DYNAMICS OF NEURAL NETWORK OPERATIONS, Pages 59-70
6 - LEARNING BACKGROUND FOR NEURAL NETWORKS, Pages 71-83
7 - MULTILAYER FEEDFORWARD NEURAL NETWORKS I: DELTA RULE LEARNING, Pages 85-105
8 - MULTILAYER FEEDFORWARD NEURAL NETWORKS II: OPTIMIZING LEARNING METHODS, Pages 107-124
9 - LATERALLY-CONNECTED, AUTOASSOCIATIVE NETWORKS, Pages 125-140
10 - VECTOR-MATCHING NETWORKS, Pages 141-153
11 - FEEDFORWARD/FEEDBACK (RESONATING) HETEROASSOCIATIVE NETWORKS, Pages 155-178
12 - MULTILAYER COOPERATIVE/COMPETITIVE NETWORKS, Pages 179-202
13 - HYBRID AND COMPLEX NETWORKS, Pages 203-217
14 - CHOOSING A NETWORK: MATCHING THE ARCHITECTURE TO THE APPLICATION, Pages 219-232
15 - CONFIGURING AND OPTIMIZING THE BACK-PROPAGATION NETWORK, Pages 233-250
16 - ELECTRONIC HARDWARE IMPLEMENTATIONS, Pages 251-269
17 - OPTICAL NEURO-COMPUTING, Pages 271-293
18 - NEURAL NETWORKS FOR SPATIO-TEMPORAL PATTERN RECOGNITION, Pages 295-308
19 - NEURAL NETWORKS FOR MEDICAL DIAGNOSIS, Pages 309-317
20 - NEURAL NETWORKS FOR SONAR SIGNAL PROCESSING, Pages 319-335
21 - FAULT DIAGNOSIS, Pages 337-344
22 - NEUROCONTROL AND RELATED TECHNIQUES, Pages 345-380
23 - APPLICATION OF NEURAL NETWORKS TO ROBOTICS, Pages 381-389
24 - BUSINESS WITH NEURAL NETWORKS, Pages 391-400
25 - NEURAL NETWORKS FOR DATA COMPRESSION AND DATA FUSION, Pages 401-407
26 - DATA COMMUNICATIONS, Pages 409-417
27 - NEURAL NETWORKS FOR MAN/MACHINE SYSTEMS, Pages 419-425
28 - CAPTURING THE FUTURE: NEURAL NETWORKS IN THE YEAR 2000 AND BEYOND, Pages 427-438
INDEX, Pages 439-448
ABOUT THE AUTHORS, Pages ibc1-ibc3