NIPS 1991:
Denver,
CO,
USA
John E. Moody, Stephen Jose Hanson, Richard Lippmann (Eds.):
Advances in Neural Information Processing Systems 4, [NIPS Conference, Denver, Colorado, USA, December 2-5, 1991].
Morgan Kaufmann 1992, ISBN 1-55860-222-4 BibTeX
@proceedings{DBLP:conf/nips/1991,
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Advances in Neural Information Processing Systems 4, [NIPS Conference,
Denver, Colorado, USA, December 2-5, 1991]},
booktitle = {NIPS},
publisher = {Morgan Kaufmann},
year = {1992},
isbn = {1-55860-222-4},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Neurobiology
- J. Allan Hobson, Adam N. Mamelak, Jeffrey P. Sutton:
Models Wanted: Must Fit Dimensions of Sleep and Dreaming.
3-10
Electronic Edition (link) BibTeX
- Mark Sydorenko, Eric D. Young:
Stationarity of Synaptic Coupling Strength Between Neurons with Nonstationary Discharge Properties.
11-18
Electronic Edition (link) BibTeX
- Peter Dayan, Geoffrey J. Goodhill:
Perturbing Hebbian Rules.
19-26
Electronic Edition (link) BibTeX
- Robert R. de Ruyter van Steveninck, William Bialek:
Statistical Reliability of a Blowfly Movement-Sensitive Neuron.
27-34
Electronic Edition (link) BibTeX
- Bartlett W. Mel:
The Clusteron: Toward a Simple Abstraction for a Complex Neuron.
35-42
Electronic Edition (link) BibTeX
- Öjvind Bernander, Christof Koch, Rodney J. Douglas:
Network Activity Determines Spatio-Temporal Integration in Single Cells.
43-50
Electronic Edition (link) BibTeX
- Anthony M. Zador, Brenda J. Claiborne, Thomas H. Brown:
Nonlinear Pattern Separation in Single Hippocampal Neurons with Active Dendritic Membrane.
51-58
Electronic Edition (link) BibTeX
- Anthony J. Bell:
Self-organization in Real Neurons: Anti-Hebb in 'Channel Space'?
59-66
Electronic Edition (link) BibTeX
- Adi R. Bulsara, E. W. Jacobs, Frank Moss:
Single Neuron Model: Response to Weak Modulation in the Presence of Noise.
67-74
Electronic Edition (link) BibTeX
- A. B. Bonds:
Dual Inhibitory Mechanisms for Definition of Receptive Field Characteristics in a Cat Striate Cortex.
75-82
Electronic Edition (link) BibTeX
- Klaus Obermayer, Klaus Schulten, Gary G. Blasdel:
A Comparison between a Neural Network Model for the Formation of Brain Maps and Experimental Data.
83-90
Electronic Edition (link) BibTeX
- Ron Keesing, David G. Stork, Carla J. Shatz:
Retinogeniculate Development: The Role of Competition and Correlated Retinal Activity.
91-97
Electronic Edition (link) BibTeX
Neuro-Dynamics
Speech
- Patrick Haffner, Alex Waibel:
Multi-State Time Delay Networks for Continuous Speech Recognition.
135-142
Electronic Edition (link) BibTeX
- José Carlos Príncipe, Bert de Vries, Jyh-Ming Kuo, Pedro Guedes de Oliveira:
Modeling Applications with the Focused Gamma Net.
143-150
Electronic Edition (link) BibTeX
- Esther Levin, Roberto Pieraccini, Enrico Bocchieri:
Time-Warping Network: A Hybrid Framework for Speech Recognition.
151-158
Electronic Edition (link) BibTeX
- Elliot Singer, Richard Lippmann:
Improved Hidden Markov Models Speech Recognition Using Radial Basis Function Networks.
159-166
Electronic Edition (link) BibTeX
- Steve Renals, Nelson Morgan, Hervé Bourlard, Horacio Franco, Michael Cohen:
Connectionist Optimisation of Tied Mixture Hidden Markov Models.
167-174
Electronic Edition (link) BibTeX
- Yoshua Bengio, Renato de Mori, Giovanni Flammia, Ralf Kompe:
Neural Network - Gaussian Mixture Hybrid for Speech Recognition or Density Estimation.
175-182
Electronic Edition (link) BibTeX
- Alex Waibel, Ajay N. Jain, Arthur E. McNair, Joe Tebelskis, Louise Osterholtz, Hiroaki Saito, Otto Schmidbauer, Tilo Sloboda, Monika Woszczyna:
JANUS: Speech-to-Speech Translation Using Connectionist and Non-Connectionist Techniques.
183-190
Electronic Edition (link) BibTeX
- Makoto Hirayama, Eric Vatikiotis-Bateson, Mitsuo Kawato, Michael I. Jordan:
Forward Dynamics Modeling of Speech Motor Control Using Physiological Data.
191-198
Electronic Edition (link) BibTeX
- Mark A. Fanty, Ronald Cole, Krist Roginski:
English Alphabet Recognition with Telephone Speech.
199-206
Electronic Edition (link) BibTeX
Language
Temporal Sequences
Recurrent Networks
- Jerome Connor, Les E. Atlas, Douglas R. Martin:
Recurrent Networks and NARMA Modeling.
301-308
Electronic Edition (link) BibTeX
- Raymond L. Watrous, Gary M. Kuhn:
Induction of Finite-State Automata Using Second-Order Recurrent Networks.
309-317
Electronic Edition (link) BibTeX
- C. Lee Giles, Clifford B. Miller, D. Chen, Guo-Zheng Sun, H. H. Chen, Y. C. Lee:
Extracting and Learning an Unknown Grammar with Recurrent Neural Networks.
317-324
Electronic Edition (link) BibTeX
- Janet Wiles, Anthony Bloesch:
Operators and Curried Functions: Training and Analysis of Simple Recurrent Networks.
325-332
Electronic Edition (link) BibTeX
- Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee:
Green's Function Method for Fast On-Line Learning Algorithm of Recurrent Neural Networks.
333-340
Electronic Edition (link) BibTeX
- Trent E. Lange:
Dynamically-Adaptive Winner-Take-All Networks.
341-348
Electronic Edition (link) BibTeX
Vision
- David A. Robinson:
Information Processing to Create Eye Movements.
351-355
Electronic Edition (link) BibTeX
- Emad N. Eskandar, Barry J. Richmond, John A. Hertz, Lance M. Optican, Troels W. Kjær:
Decoding of Neuronal Signals in Visual Pattern Recognition.
356-363
Electronic Edition (link) BibTeX
- Davi Geiger, Ricardo A. Marques Pereira:
Learning How to Teach or Selecting Minimal Surface Data.
364-371
Electronic Edition (link) BibTeX
- Suzanna Becker, Geoffrey E. Hinton:
Learning to Make Coherent Predictions in Domains with Discontinuities.
372-379
Electronic Edition (link) BibTeX
- Paul A. Viola, Stephen G. Lisberger, Terrence J. Sejnowski:
Recurrent Eye Tracking Network Using a Distributed Representation of Image Motion.
380-387
Electronic Edition (link) BibTeX
- Trevor Darrell, Alex Pentland:
Against Edges: Function Approximation with Multiple Support Maps.
388-395
Electronic Edition (link) BibTeX
- Paul R. Cooper, Peter N. Prokopowicz:
Markov Random Fields Can Bridge Levels of Abstraction.
396-403
Electronic Edition (link) BibTeX
- Amnon Shashua:
Illumination and View Position in 3D Visual Recognition.
404-411
Electronic Edition (link) BibTeX
- Alexandre Pouget, Stephen A. Fisher, Terrence J. Sejnowski:
Hierarchical Transformation of Space in the Visual System.
412-419
Electronic Edition (link) BibTeX
- Subutai Ahmad:
VISIT: A Neural Model of Covert Visual Attention.
420-427
Electronic Edition (link) BibTeX
- Eric Mjolsness:
Visual Grammars and Their Neural Nets.
428-435
Electronic Edition (link) BibTeX
- Michael Mozer, Richard S. Zemel, Marlene Behrmann:
Learning to Segment Images Using Dynamic Feature Binding.
436-443
Electronic Edition (link) BibTeX
- Hayit Greenspan, Rodney M. Goodman, Rama Chellappa:
Combined Neural Network and Rule-Based Framework for Probabilistic Pattern Recognition and Discovery.
444-451
Electronic Edition (link) BibTeX
- Ronen Basri, Shimon Ullman:
Linear Operator for Object Recognition.
452-459
Electronic Edition (link) BibTeX
- Nathan Intrator, Josh I. Gold, Heinrich H. Bülthoff, Shimon Edelman:
3D Object Recognition Using Unsupervised Feature Extraction.
460-467
Electronic Edition (link) BibTeX
Optical Character Recognition
- Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla:
Structural Risk Minimization for Character Recognition.
471-479
Electronic Edition (link) BibTeX
- Hans Peter Graf, Craig R. Nohl, Jan Ben:
Image Segmentation with Networks of Variable States.
480-487
Electronic Edition (link) BibTeX
- Ofer Matan, Christopher J. C. Burges, Yann LeCun, John S. Denker:
Multi-Digit Recognition Using a Space Displacement Neural Network.
488-495
Electronic Edition (link) BibTeX
- James D. Keeler, David E. Rumelhart:
A Self-Organizing Integrated Segmentation and Recognition Neural Net.
496-503
Electronic Edition (link) BibTeX
- Gale Martin, Mosfeq Rashid:
Recognizing Overlapping Hand-Printed Characters by Centered-Object Integrated Segmentation and Recognition.
504-511
Electronic Edition (link) BibTeX
- Geoffrey E. Hinton, Christopher K. I. Williams, Michael Revow:
Adaptive Elastic Models for Hand-Printed Character Recognition.
512-519
Electronic Edition (link) BibTeX
Control and Planning
- Tony J. Prescott, John E. W. Mayhew:
Obstacle Avoidance through Reinforcement Learning.
523-530
Electronic Edition (link) BibTeX
- Sebastian Thrun, Knut Möller:
Active Exploration in Dynamic Environments.
531-538
Electronic Edition (link) BibTeX
- Michael D. Lemmon:
Oscillatory Neural Fields for Globally Optimal Path Planning.
539-546
Electronic Edition (link) BibTeX
- Hiroaki Gomi, Mitsuo Kawato:
Recognition of Manipulated Objects by Motor Learning.
547-554
Electronic Edition (link) BibTeX
- Gary M. Scott, Jude W. Shavlik, W. Harmon Ray:
Refined PID Controllers Using Neural Networks.
555-562
Electronic Edition (link) BibTeX
- Carlos D. Brody:
Fast Learning with Predictive Forward Models.
563-570
Electronic Edition (link) BibTeX
- Andrew W. Moore:
Fast, Robust Adaptive Control by Learning only Forward Models.
571-578
Electronic Edition (link) BibTeX
- Patrice Simard, Yann LeCun:
Reverse TDNN: An Architecture For Trajectory Generation.
579-588
Electronic Edition (link) BibTeX
- David DeMers, Kenneth Kreutz-Delgado:
Learning Global Direct Inverse Kinematics.
589-595
Electronic Edition (link) BibTeX
- Paul Dean, John E. W. Mayhew, Pat Langdon:
A Neural Net Model for Adaptive Control of Saccadic Accuracy by Primate Cerebellum and Brainstem.
595-602
Electronic Edition (link) BibTeX
- Thomas J. Anastasio:
Learning in the Vestibular System: Simulations of Vestibular Compensation Using Recurrent Back-Propagation.
603-610
Electronic Edition (link) BibTeX
- N. E. Berthier, Satinder P. Singh, Andrew G. Barto, James C. Houk:
A Cortico-Cerebellar Model that Learns to Generate Distributed Motor Commands to Control a Kinematic Arm.
611-618
Electronic Edition (link) BibTeX
- Ealan A. Henis, Tamar Flash:
A Computational Mechanism to Account for Averaged Modified Hand Trajectories.
619-626
Electronic Edition (link) BibTeX
- Menashe Dornay, Yoji Uno, Mitsuo Kawato, Ryoji Suzuki:
Simulation of Optimal Movements Using the Minimum-Muscle-Tension-Change Model.
627-634
Electronic Edition (link) BibTeX
Applications
- Marwan A. Jabri, Stephen Pickard, P. Leong, Z. Chi, Barry Flower, Y. Xie:
ANN Board Classification for Heart Defibrillators.
637-644
Electronic Edition (link) BibTeX
- Armando Manduca, Paul Christy, Richard L. Ehman:
Neural Network Diagnosis of Avascular Necrosis from Magnetic Resonance Images.
645-650
Electronic Edition (link) BibTeX
- Rita Venturini, William W. Lytton, Terrence J. Sejnowski:
Neural Network Analysis of Event Related Potentials and Electroencephalogram Predicts Vigilance.
651-658
Electronic Edition (link) BibTeX
- Martin Röscheisen, Reimar Hofmann, Volker Tresp:
Neural Control for Rolling Mills: Incorporating Domain Theories to Overcome Data Deficiency.
659-666
Electronic Edition (link) BibTeX
- Padhraic Smyth, Jeff Mellstrom:
Fault Diagnosis of Antenna Pointing Systems Using Hybrid Neural Network and Signal Processing Models.
667-674
Electronic Edition (link) BibTeX
- Sylvie Thiria, Carlos Mejia, Fouad Badran, Michel Crépon:
Multimodular Architecture fir Remote Sensing Options.
675-682
Electronic Edition (link) BibTeX
- John E. Moody, Joachim Utans:
Principled Architecture Selection for Neural Networks: Application to Corporate Bond Rating Prediction.
683-690
Electronic Edition (link) BibTeX
- Sheri L. Gish, Mario Blaum:
Adaptive Development of Connectionist Decoders for Complex Error-Correcting Codes.
691-697
Electronic Edition (link) BibTeX
- Ah Chung Tsoi:
Application of Neural Network Methodology to the Modelling of the Yield Strength in a Steel Rolling Plate Mill.
698-705
Electronic Edition (link) BibTeX
- Donald T. Freeman:
Computer Recognition of Wave Location in Graphical Data by a Neural Network.
706-713
Electronic Edition (link) BibTeX
- Hilary Tunley:
A Neural Network for Motion Detection of Drift-Balanced Stimuli.
714-721
Electronic Edition (link) BibTeX
- Mark W. Goudreau, C. Lee Giles:
Neural Network Routing for Random Multistage Interconnection Networks.
722-729
Electronic Edition (link) BibTeX
- John C. Platt, Federico Faggin:
Networks for the Separation of Sources that Are Superimposed and Delayed.
730-737
Electronic Edition (link) BibTeX
Implementation
- Alice M. Chiang, Michael L. Chuang, Jeffrey R. LaFranchise:
CCD Neural Network Processors for Pattern Recognition.
741-747
Electronic Edition (link) BibTeX
- Charles F. Neugebauer, Amnon Yariv:
A Parallel Analog CCD/CMOS Signal Processor.
748-755
Electronic Edition (link) BibTeX
- Ronald G. Benson, Tobi Delbrück:
Direction Selective Silicon Retina that Uses Null Inhibition.
756-763
Electronic Edition (link) BibTeX
- Kwabena Boahen, Andreas G. Andreou:
A Contrast Sensitive Silicon Retina with Reciprocal Synapses.
764-772
Electronic Edition (link) BibTeX
- Eduard Säckinger, Bernhard E. Boser, Lawrence D. Jackel:
A Neurocomputer Board Based on the ANNA Neural Network Chip.
773-780
Electronic Edition (link) BibTeX
- Phil Kohn, Jeff Bilmes, Nelson Morgan, James Beck:
Software for ANN Training on a Ring Array Processor.
781-788
Electronic Edition (link) BibTeX
- David Kirk, Kurt W. Fleischer, Lloyd Watts, Alan H. Barr:
Constrained Optimization Applied to the Parameter Setting Problem for Analog Circuits.
789-796
Electronic Edition (link) BibTeX
- John G. Harris:
Segmentation Circuits Using Constrained Optimization.
797-804
Electronic Edition (link) BibTeX
- Marc H. Cohen, Philippe O. Pouliquen, Andreas G. Andreou:
Analog LSI Implementation of an Auto-Adaptive Network for Real-Time Separation of Independent Signals.
805-812
Electronic Edition (link) BibTeX
- John Lazzaro:
Temporal Adaptation in a Silicon Auditory Nerve.
813-820
Electronic Edition (link) BibTeX
- Dana Z. Anderson, Claus Benkert, Verena Hebler, Ju-Seog Jang, Don Montgomery, Mark Saffman:
Optical Implementation of a Self-Organizing Feature Extractor.
821-828
Electronic Edition (link) BibTeX
Learning and Generalization
- Vladimir Vapnik:
Principles of Risk Minimization for Learning Theory.
831-838
Electronic Edition (link) BibTeX
- David J. C. MacKay:
Bayesian Model Comparison and Backprop Nets.
839-846
Electronic Edition (link) BibTeX
- John E. Moody:
The Effective Number of Parameters: An Analysis of Generalization and Regularization in Nonlinear Learning Systems.
847-854
Electronic Edition (link) BibTeX
- David Haussler, Michael J. Kearns, Manfred Opper, Robert E. Schapire:
Estimating Average-Case Learning Curves Using Bayesian, Statistical Physics and VC Dimension Methods.
855-862
Electronic Edition (link) BibTeX
- J. Stephen Judd:
Constant-Time Loading of Shallow 1-Dimensional Networks.
863-870
Electronic Edition (link) BibTeX
- Joshua Alspector, Anthony Jayakumar, Stephen Luna:
Experimental Evaluation of Learning in a Neural Microsystem.
871-878
Electronic Edition (link) BibTeX
- John Shawe-Taylor:
Threshold Network Learning in the Presence of Equivalences.
879-886
Electronic Edition (link) BibTeX
- Barak A. Pearlmutter:
Gradient Descent: Second Order Momentum and Saturating Error.
887-894
Electronic Edition (link) BibTeX
- Patrice Simard, Bernard Victorri, Yann LeCun, John S. Denker:
Tangent Prop - A Formalism for Specifying Selected Invariances in an Adaptive Network.
895-903
Electronic Edition (link) BibTeX
- Alberto Bertoni, Paola Campadelli, Anna Morpurgo, Sandra Panizza:
Polynomial Uniform Convergence of Relative Frequencies to Probabilities.
904-911
Electronic Edition (link) BibTeX
- Yoav Freund, David Haussler:
Unsupervised Learning of Distributions of Binary Vectors Using 2-Layer Networks.
912-919
Electronic Edition (link) BibTeX
- Anthony Kuh, Thomas Petsche, Ronald L. Rivest:
Incrementally Learning Time-Varying Half Planes.
920-927
Electronic Edition (link) BibTeX
- Chuanyi Ji, Demetri Psaltis:
The VC-Dimension versus the Statistical Capacity of Multilayer Networks.
928-935
Electronic Edition (link) BibTeX
- Ying Zhao, Christopher G. Atkeson:
Some Approximation Properties of Projection Pursuit Learning Networks.
936-943
Electronic Edition (link) BibTeX
- Kai-Yeung Siu, Jehoshua Bruck:
Neural Computing with Small Weights.
944-949
Electronic Edition (link) BibTeX
- Anders Krogh, John A. Hertz:
A Simple Weight Decay Can Improve Generalization.
950-957
Electronic Edition (link) BibTeX
- Stephen M. Omohundro:
Best-First Model Merging for Dynamic Learning and Recognition.
958-965
Electronic Edition (link) BibTeX
Architectures and Algorithms
- Clayton McMillan, Michael Mozer, Paul Smolensky:
Rule Induction through Integrated Symbolic and Subsymbolic Processing.
969-976
Electronic Edition (link) BibTeX
- Geoffrey G. Towell, Jude W. Shavlik:
Interpretation of Artificial Neural Networks: Mapping Knowledge-Based Neural Networks into Rules.
977-984
Electronic Edition (link) BibTeX
- Michael I. Jordan, Robert A. Jacobs:
Hierarchies of Adaptive Experts.
985-992
Electronic Edition (link) BibTeX
- Steven J. Nowlan, Geoffrey E. Hinton:
Adaptive Soft Weight Tying using Gaussian Mixtures.
993-1000
Electronic Edition (link) BibTeX
- Paul W. Munro:
Repeat Until Bored: A Pattern Selection Strategy.
1001-1008
Electronic Edition (link) BibTeX
- Christian Darken, John E. Moody:
Towards Faster Stochastic Gradient Search.
1009-1016
Electronic Edition (link) BibTeX
- Nicol N. Schraudolph, Terrence J. Sejnowski:
Competitive Anti-Hebbian Learning of Invariants.
1017-1024
Electronic Edition (link) BibTeX
- Paul E. Stolorz:
Merging Constrained Optimisation with Deterministic Annealing to Solve Combinatorially Hard Problems.
1025-1032
Electronic Edition (link) BibTeX
- Petri Koistinen, Lasse Holmström:
Kernel Regression and Backpropagation Training With Noise.
1033-1039
Electronic Edition (link) BibTeX
- Robert C. Williamson, Peter L. Bartlett:
Splines, Rational Functions and Neural Networks.
1040-1047
Electronic Edition (link) BibTeX
- John Moody, Norman Yarvin:
Networks with Learned Unit Response Functions.
1048-1055
Electronic Edition (link) BibTeX
- Nicholas J. Redding, Tom Downs:
Learning in Feedforward Networks with Nonsmooth Functions.
1056-1063
Electronic Edition (link) BibTeX
- Terence D. Sanger, Richard S. Sutton, Christopher J. Matheus:
Iterative Construction of Sparse Polynomial Approximations.
1064-1071
Electronic Edition (link) BibTeX
- Mike Wynne-Jones:
Node Splitting: A Constructive Algorithm for Feed-Forward Neural Networks.
1072-1079
Electronic Edition (link) BibTeX
- Sowmya Ramachandran, Lorien Y. Pratt:
Information Measure Based Skeletonisation.
1080-1087
Electronic Edition (link) BibTeX
- David Rogers:
Data Analysis Using G/Splines.
1088-1095
Electronic Edition (link) BibTeX
- John S. Bridle, Anthony J. R. Heading, David J. C. MacKay:
Unsupervised Classifiers, Mutual Information and 'Phantom Targets'.
1096-1101
Electronic Edition (link) BibTeX
- Martin S. Glassman:
A Network of Localized Linear Discriminants.
1102-1109
Electronic Edition (link) BibTeX
- David J. Montana:
A Weighted Probabilistic Neural Network.
1110-1117
Electronic Edition (link) BibTeX
- Igor Grebert, David G. Stork, Ron Keesing, Steve Mims:
Network Generalization for Production: Learning and Producing Styled Letterforms.
1118-1124
Electronic Edition (link) BibTeX
- John B. Hampshire II, B. V. K. Vijaya Kumar:
Shooting Craps in Search of an Optimal Strategy for Training Connectionist Pattern Classifiers.
1125-1132
Electronic Edition (link) BibTeX
- Dietrich Wettschereck, Thomas G. Dietterich:
Improving the Performance of Radial Basis Function Networks by Learning Center Locations.
1133-1140
Electronic Edition (link) BibTeX
- Hans-Ulrich Bauer, Klaus Pawelzik, Theo Geisel:
A Topographic Product for the Optimization of Self-Organizing Feature Maps.
1141-1147
Electronic Edition (link) BibTeX
Performance Comparisions
Copyright © Sat May 16 23:31:29 2009
by Michael Ley (ley@uni-trier.de)
