PREFACE               v

1     MULTIRESONANT BOUNDARY CONTOUR SYSTEM               1

       STEVEN M. LEHAR and ANDREW J. WORTH

2     DYSTAL: A NEURAL NETWORK ARCHITECTURE BASED ON BIOLOGICAL ASSOCIATE LEARNING               29

       T.P. VOGL, K.T. BLACKWELL, J.M. IRVINE, G.S. BARBOUR, S.D. HYMAN and D.L. ALKON

3     A NEW SELF-ORGANIZING NEURAL NETWORK ARCHITECTURE FOR PARALLEL MULTIMAP               69

              PATTERN RECOGNITION - FAUST

       C.L. WILSON

4     CONNCERT: A MODULAR APPROACH TO THE DESIGN OF CONNECTIONIST ARCHITECTURES               105

       ANNE WILSON, JAMES HENDLER, and RICHARD K. BELEW

5     CONNECTIONIST MODELS OF REASONING

       RON SUN

6     TOWARDS THE SYNTHESIS OF NEURAL AND EVOLUTIONARY LEARNING               131

       GERHARD WEISS

7     SENSORIAL NONASSOCIATIVE LEARNING AND ITS IMPLICATIONS FOR VISUAL PERCEPTION               177

       H. OGMEN

8     SUCCESS AND FAILURES OF BACKPROPAGATION: A THEORETICAL INVESTIGATION               205

       P. FRASCONI, M. GORI, and A. TESI

9     RECENT ADVANCES ON TECHNIQUES OF STATIC FEED-FORWARDING NETWORKS               243 

              WITH SUPERVISED LEARNING

       LEI XU, STAN KLASA, and ALAN YUILLE

       AUTHOR INDEX               307

       SUBJECT INDEX              317