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Author index volume 2, 1989
Contents Volume 2, 1989
N E U R A L NETWORKS 1989
Volume 2, Number 1 CONTENTS
1988 Presidential Report The First Anniversary of INNS
Stephen Grossberg
Original Contributions Michael Seibert Allen M. Waxman
9
Spreading Activation Layers, Visual Saccades, and Invariant Representations for Neural Pattern Recognition Systems
Stephen Grossberg Jonathan A. Marshall
29
Stereo Boundary Fusion by Cortical Complex Cells: A system of Maps, Filters, and Feedback Networks for Multiplexing Distributed Data
Pierre Baldi Kurt Hornik
53
Neural Networks and Principal Component Analysis: Learning from Examples Without Local Minima
lan Parberry Georg Schnitger
59
Relating Boltzmann Machines to Conventional Models of Computation
Daniel Gardner
69
Noise Modulation of Synaptic Weights in a Biological Neural Network Current Events
77
January 1989: INNS Special Interest Groups
Volume 2, Number 2
1989 CONTENTS
Original Contributions Stephen Grossberg Nestor A. Schmajuk
79
Neural Dynamics of Adaptive Timing and Temporal Discrimination During Associative Learning
Daniel S. Levine Paul S. Prueitt
103
Modeling Some Effects of Frontal Lobe Damage--Novelty and Perseveration
Nabil H. Farhat Baocheng Bai
117
Echo Inversion and Target Shape Estimation by Neuromorphic Processing
Jack H. Winters Christopher Rose
127
Minimum Distance Automata in Parallel Networks for Optimum Classification
Martin Bichsel Peter Seitz
133
Minimum Class Entropy: A Maximum Information Approach to Layered Networks
D. D. Coon A. G. U. Perera
143
Integrate-and-Fire Coding and Hodgkin-Huxley Circuits Employing Silicon Diodes
IH
Conwnts/ Author tndex
IV Current Events 153
Mathematical/Computational/Theoretical Neuroscience Research Awards
153
European Conferences on Neural Networks and Related Topics Technology News
157
SAIC Ships Delta II
Volume 2, Number 3
1989 CONTENTS Original Contributions
Heige J. Ritter Thomas M. Martinetz Klaus J. Schulten
159
Topology-Conserving Maps for Learning Visuo-MotorCoordination
Gail A. Carpenter Stephen Grossberg Courosh Mehanian
169
Invariant Recognition of Cluttered Scenes by a Self-Organizing ART Architecture: CORT-X Boundary Segmentation
Ken-ichi Fnnahashi
183
On the Approximate Realization of Continuous Mappings by Neural Networks
Michael Lemmon B. V. K. Vijaya Kumar
193
Emulating the Dynamics for a Class of Laterally Inhibited Neural Networks
Dziem D. Nguyen James S. J. Lee
215
A New LMS-Based Algorithm for Rapid Adaptive Classification in Dynamic Environments
Granino A. Korn
229
A New Environment for Interactive Neural Network Experiments Book Review
David G. Stork
239
Neural Computers, edited by R. Eckmitler and C: yon der Malsburg Current Events
241
The Visual Processing of Motion
241
European Conferences on Neural Networks and Related Topics
1989
Volume 2, Number 4
CONTENTS Review Article Gail A. Carpenter
243
Neural Network Models for Pattern Recognition and Associative Memory Original Contributions
Michaii Zak
259
Terminal Attractors in Neural Networks
V
Contents~Author Index Mohamad H. Hassoun
275
Dynamic Heteroassociative Neural Memories
Hans J. Bentz Michael Hagstroem Guenther Palm
289
Informative Storage and Effective Data Retrieval in Sparse Matrices
Etienne Deprit
295
Implementing Recurrent Back-Propagation on the Connection Machine
Joe Eisenberg Walter J. Freeman Brian Burke
315
Hardware Architecture of a Neural Network Model Simulating Pattern Recognition by the Olfactory Bulb
Current Events 327
Meetings
327
New INNS Special Interest Groups
328
European Conferences on Neural Networks and Related Topics
1989
Volume 2, Number 5 CONTENTS Review Article
Morris W. Hirsch
331
Convergent Activation Dynamics in Continuous Time Networks
Original Contributions Otmar Bock
351
A Neural Network Predicting Posterior Parietal Cortex Function in the Control of Goal-Directed Arm Movements
Kurt Hornik Maxwell Stinchcombe Halbert White
359
Multilayer Feedforward Networks are Universal Approximators
Norio Baba
367
A New Approach for Finding the Global Minimum of Error Function of Neural Networks
Kenji Doya Shuji Yoshizawa
375
Adaptive Neural Oscillator Using Continuous-Time BackPropagation Learning
A. Rajavelu M. T. Musavi M. V. Shirvaikar
387
A Neural Network Approach to Character Recognition
A. Hartstein R. H. Koch
395
A Neural Network Capable of Forming Associations by Example
Book Review
Ennio Mingolla
405
Neurocomputing: Foundations of Research, edited by J. A. Anderson and E. Rosenfeld Current Events
411
Human Frontier Science Program
411
Conferences on Neural Networks and Related Topics
412
Seminar
VI
Contents~Author Index
Volume 2, Number 6
1989 CONTENTS Original Contributions
Kunihiko Fukushima
413
Analysis of the Process of Visual Pattern Recognition by the Neocognitron
Stephen Grossberg Michael E. Rudd
421
A Neural Architecture for Visual Motion Perception: Group and Element Apparent Motion
Shun-ichi Amari
451
Characteristics of Sparsely Encoded Associative Memory
Terence D. Sanger
459
Optimal Unsupervised Learning in a Single-Layer Linear Feedforward Neural Network
Carsten Peterson Eric Hartman
475
Explorations of the Mean Field Theory Learning Algorithm
A. C. C. Coolen F. W. Kuijk
495
A Learning Mechanism for Invariant Pattern Recognition in Neural Networks Current Events
507
Conferences on Neural Networks and Related Topics
507
Call for Papers
I
Volume 2, 1989 Contents~Author Index
Author Index Volume 2, 1989 Amari. S., 451
Marshall. J. A.. 29 Martinetz, T. M.. 159 Mehanian. C., 169 Mingolla. E.. 405 Musavi. M. T.. 387
Baba. N.. 367 Bai. B.. 117 Baldi. P.. 53 Bentz. H. J.. 289 Bichsel. M., 133 Bock, 0.. 351 Bullock. D., 305 Burke, B.. 315
Nguyen, D. D.. 215 Palm, G.. 289 Parberry. I.. 59 Perera, A. G. U., 143 Peterson. C.. 475 Prueitt, P. S., 103
Carpenter. G. A., 169, 243 Coolen. A. C. C., 4% Coon. D. D.. 143 Deprit. E.. 295 Doya. K., 375
Rajavelu. Ritter, H. Rose, C.. Rudd, M.
Eisenherg. J.. 31s Farhat, N. H., 117 Freeman. W. J.. 315 Fukushima, K.. 413 Funahashi. K.. 183
A., 387 J.. IS9 127 E.. 421
Sanger, T. D., 459 Schmajuk. N. A.. 79 Schnitger. G., 59 Schulten, K. J.. 159 Seibert. M.. Y Seitz. P.. 133 Shirvaikar, M. V.. 387 Stinchcombe. M.. 359 Stork, D. G., 235)
Gardner. D., 69 Grossberg, S.. I, 29, 79, 169. 421 Hagstroem, M.. 289 Hartman, E.. 475 Hartstein. A., 395 Hassoun, M. H., 275 Hirsch, M. W.. 331 Hornik, K.. 53. 359
ViJaya Kumar. B. V. K., 193 Waxman. A. M.. 9 White, H., 359 Wmters. J. H., 127
Koch, R. H., 3Y5 Korn. G. A ., 3’79 I_ Kuijk. F. W.. 495
Yoshizawa. S., 375
Lee. J. S. J., 215 Lemmon, M., 193 Levine, D. S., 103
Zak. M.. 259
VII
N E U R A L NETWORKS 1989
Volume 2, Number 1 CONTENTS
1988 Presidential Report The First Anniversary of INNS
Stephen Grossberg
Original Contributions Michael Seibert Allen M. Waxman
9
Spreading Activation Layers, Visual Saccades, and Invariant Representations for Neural Pattern Recognition Systems
Stephen Grossberg Jonathan A. Marshall
29
Stereo Boundary Fusion by Cortical Complex Cells: A system of Maps, Filters, and Feedback Networks for Multiplexing Distributed Data
Pierre Baldi Kurt Hornik
53
Neural Networks and Principal Component Analysis: Learning from Examples Without Local Minima
lan Parberry Georg Schnitger
59
Relating Boltzmann Machines to Conventional Models of Computation
Daniel Gardner
69
Noise Modulation of Synaptic Weights in a Biological Neural Network Current Events
77
January 1989: INNS Special Interest Groups
Volume 2, Number 2
1989 CONTENTS
Original Contributions Stephen Grossberg Nestor A. Schmajuk
79
Neural Dynamics of Adaptive Timing and Temporal Discrimination During Associative Learning
Daniel S. Levine Paul S. Prueitt
103
Modeling Some Effects of Frontal Lobe Damage--Novelty and Perseveration
Nabil H. Farhat Baocheng Bai
117
Echo Inversion and Target Shape Estimation by Neuromorphic Processing
Jack H. Winters Christopher Rose
127
Minimum Distance Automata in Parallel Networks for Optimum Classification
Martin Bichsel Peter Seitz
133
Minimum Class Entropy: A Maximum Information Approach to Layered Networks
D. D. Coon A. G. U. Perera
143
Integrate-and-Fire Coding and Hodgkin-Huxley Circuits Employing Silicon Diodes
IH
Conwnts/ Author tndex
IV Current Events 153
Mathematical/Computational/Theoretical Neuroscience Research Awards
153
European Conferences on Neural Networks and Related Topics Technology News
157
SAIC Ships Delta II
Volume 2, Number 3
1989 CONTENTS Original Contributions
Heige J. Ritter Thomas M. Martinetz Klaus J. Schulten
159
Topology-Conserving Maps for Learning Visuo-MotorCoordination
Gail A. Carpenter Stephen Grossberg Courosh Mehanian
169
Invariant Recognition of Cluttered Scenes by a Self-Organizing ART Architecture: CORT-X Boundary Segmentation
Ken-ichi Fnnahashi
183
On the Approximate Realization of Continuous Mappings by Neural Networks
Michael Lemmon B. V. K. Vijaya Kumar
193
Emulating the Dynamics for a Class of Laterally Inhibited Neural Networks
Dziem D. Nguyen James S. J. Lee
215
A New LMS-Based Algorithm for Rapid Adaptive Classification in Dynamic Environments
Granino A. Korn
229
A New Environment for Interactive Neural Network Experiments Book Review
David G. Stork
239
Neural Computers, edited by R. Eckmitler and C: yon der Malsburg Current Events
241
The Visual Processing of Motion
241
European Conferences on Neural Networks and Related Topics
1989
Volume 2, Number 4
CONTENTS Review Article Gail A. Carpenter
243
Neural Network Models for Pattern Recognition and Associative Memory Original Contributions
Michaii Zak
259
Terminal Attractors in Neural Networks
V
Contents~Author Index Mohamad H. Hassoun
275
Dynamic Heteroassociative Neural Memories
Hans J. Bentz Michael Hagstroem Guenther Palm
289
Informative Storage and Effective Data Retrieval in Sparse Matrices
Etienne Deprit
295
Implementing Recurrent Back-Propagation on the Connection Machine
Joe Eisenberg Walter J. Freeman Brian Burke
315
Hardware Architecture of a Neural Network Model Simulating Pattern Recognition by the Olfactory Bulb
Current Events 327
Meetings
327
New INNS Special Interest Groups
328
European Conferences on Neural Networks and Related Topics
1989
Volume 2, Number 5 CONTENTS Review Article
Morris W. Hirsch
331
Convergent Activation Dynamics in Continuous Time Networks
Original Contributions Otmar Bock
351
A Neural Network Predicting Posterior Parietal Cortex Function in the Control of Goal-Directed Arm Movements
Kurt Hornik Maxwell Stinchcombe Halbert White
359
Multilayer Feedforward Networks are Universal Approximators
Norio Baba
367
A New Approach for Finding the Global Minimum of Error Function of Neural Networks
Kenji Doya Shuji Yoshizawa
375
Adaptive Neural Oscillator Using Continuous-Time BackPropagation Learning
A. Rajavelu M. T. Musavi M. V. Shirvaikar
387
A Neural Network Approach to Character Recognition
A. Hartstein R. H. Koch
395
A Neural Network Capable of Forming Associations by Example
Book Review
Ennio Mingolla
405
Neurocomputing: Foundations of Research, edited by J. A. Anderson and E. Rosenfeld Current Events
411
Human Frontier Science Program
411
Conferences on Neural Networks and Related Topics
412
Seminar
VI
Contents~Author Index
Volume 2, Number 6
1989 CONTENTS Original Contributions
Kunihiko Fukushima
413
Analysis of the Process of Visual Pattern Recognition by the Neocognitron
Stephen Grossberg Michael E. Rudd
421
A Neural Architecture for Visual Motion Perception: Group and Element Apparent Motion
Shun-ichi Amari
451
Characteristics of Sparsely Encoded Associative Memory
Terence D. Sanger
459
Optimal Unsupervised Learning in a Single-Layer Linear Feedforward Neural Network
Carsten Peterson Eric Hartman
475
Explorations of the Mean Field Theory Learning Algorithm
A. C. C. Coolen F. W. Kuijk
495
A Learning Mechanism for Invariant Pattern Recognition in Neural Networks Current Events
507
Conferences on Neural Networks and Related Topics
507
Call for Papers
I
Volume 2, 1989 Contents~Author Index
Author Index Volume 2, 1989 Amari. S., 451
Marshall. J. A.. 29 Martinetz, T. M.. 159 Mehanian. C., 169 Mingolla. E.. 405 Musavi. M. T.. 387
Baba. N.. 367 Bai. B.. 117 Baldi. P.. 53 Bentz. H. J.. 289 Bichsel. M., 133 Bock, 0.. 351 Bullock. D., 305 Burke, B.. 315
Nguyen, D. D.. 215 Palm, G.. 289 Parberry. I.. 59 Perera, A. G. U., 143 Peterson. C.. 475 Prueitt, P. S., 103
Carpenter. G. A., 169, 243 Coolen. A. C. C., 4% Coon. D. D.. 143 Deprit. E.. 295 Doya. K., 375
Rajavelu. Ritter, H. Rose, C.. Rudd, M.
Eisenherg. J.. 31s Farhat, N. H., 117 Freeman. W. J.. 315 Fukushima, K.. 413 Funahashi. K.. 183
A., 387 J.. IS9 127 E.. 421
Sanger, T. D., 459 Schmajuk. N. A.. 79 Schnitger. G., 59 Schulten, K. J.. 159 Seibert. M.. Y Seitz. P.. 133 Shirvaikar, M. V.. 387 Stinchcombe. M.. 359 Stork, D. G., 235)
Gardner. D., 69 Grossberg, S.. I, 29, 79, 169. 421 Hagstroem, M.. 289 Hartman, E.. 475 Hartstein. A., 395 Hassoun, M. H., 275 Hirsch, M. W.. 331 Hornik, K.. 53. 359
ViJaya Kumar. B. V. K., 193 Waxman. A. M.. 9 White, H., 359 Wmters. J. H., 127
Koch, R. H., 3Y5 Korn. G. A ., 3’79 I_ Kuijk. F. W.. 495
Yoshizawa. S., 375
Lee. J. S. J., 215 Lemmon, M., 193 Levine, D. S., 103
Zak. M.. 259
VII