PREFACE vii
1 PROSPECTS FOR CLASSIFYING COMPLEX IMAGERY USING 1
A SELF-ORGANIZING NEURAL NETWORK
MURALI M. MENON and KARL G. HEINEMANN
2 CONSTRAINT SATSIFACTION NETWORKS FOR VISION 25
RAKESH MOHAN
3 HIGHER-ORDER NEURAL NETWORKS FOR POSITION, SCALE, 69
AND ROTATION INVARIANT PATTERN RECOGNITION
MAX B. REID and LILLY SPIRKOVSKA
4 OPTICAL IMPLEMENTATION OF CLOSEST VECTOR SELECTION IN NEURAL NETWORKS 93
STANLEY C. AHALT, STUART A. COLLINS, JR., ASHOK K. KRISHNAMURTHY, and DANIEL F. STEWART
5 BIOLOGICAL BASIS FOR COMPACT ARTIFICIAL NEURAL NETWORKS 109
PHYLLIS L. ROSTYKUS and ARUN K. SOMANI
6 A HYBRID TIME-SHIFTED NEURAL NETWORK FOR ANALYSING 129
BIOLOGICAL NEURONAL SPIKE TRAINS
DAVID C. TAM
7 A SELF-ORGANIZED NEURAL SYSTEM EXTENDING BACK PROPAGATION 147
TO ACQUIRE AND UTILIZE A KNOWLEDGE STRUCTURE WITHOUT A
TEACHER
BRUCE Y. WU
8 ANALYSIS AND SYNTHESIS OF ARTIFICIAL NEURAL NETWORKS 163
FOR MODELING COMPLEX SYSTEMS
JUN WANG and B. MALAKOOTI
9 GRADIENT-TYPE NEURAL SYSTEMS FOR COMPUTATION AND DECISION MAKING 195
JACEK ZURADA
10 COMPUTATION ON GRAPHS: FROM NEURAL NETWORKS TO CELLULAR AUTOMATA 229
MAX GARZON and STAN FRANKLIN
11 NON-GAUSSIAN FEATURE ANALYSES USING A NEURAL NETWORK 253
WEI GONG, HUNG-CHUN YAU, and MICHAEL T. MANRY
12 PRIMACY AND RECENCY EFFECTS IN BACK PROPAGATION LEARNING 271
SHELLY D.D. GOGGIN, KRISTINA M. JOHNSON, and KARL GUSTAFSON
13 NEURAL-LOGIC NETWORKS 299
S.C. CHAN, L.S. HSU, K.F. LOE, and H.H. TEH
AUTHOR INDEX 337
SUBJECT INDEX 342
