Advances in Neural Information Processing Systems 2

NIPS 1989

Edited by D. Touretzky

101 papers

Comparing the Performance of Connectionist and Statistical Classifiers on an Image Segmentation Problem Sheri L. Gish, W. E. Blanz
Analog Circuits for Constrained Optimization John C. Platt
Training Stochastic Model Recognition Algorithms as Networks can Lead to Maximum Mutual Information Estimation of Parameters John S. Bridle
Can Simple Cells Learn Curves? A Hebbian Model in a Structured Environment William R. Softky, Daniel M. Kammen
Development and Regeneration of Eye-Brain Maps: A Computational Model Jack D. Cowan, A. E. Friedman
Predicting Weather Using a Genetic Memory: A Combination of Kanerva's Sparse Distributed Memory with Holland's Genetic Algorithms David Rogers
Neural Network Analysis of Distributed Representations of Dynamical Sensory-Motor Transformations in the Leech Shawn R. Lockery, Yan Fang, Terrence J. Sejnowski
A Computer Modeling Approach to Understanding the Inferior Olive and Its Relationships to the Cerebellar Cortex in Rats Maurice Lee, James M. Bower
Generalization and Scaling in Reinforcement Learning David H. Ackley, Michael L. Littman
Neural Network Weight Matrix Synthesis Using Optimal Control Techniques O. Farotimi, Amir Dembo, Thomas Kailath
Collective Oscillations in the Visual Cortex Daniel M. Kammen, Christof Koch, Philip J. Holmes
Neural Networks: The Early Days Jack D. Cowan
Operational Fault Tolerance of CMAC Networks Michael J. Carter, Franklin J. Rudolph, Adam J. Nucci
Effects of Firing Synchrony on Signal Propagation in Layered Networks G. T. Kenyon, Eberhard E. Fetz, R. D. Puff
Acoustic-Imaging Computations by Echolocating Bats: Unification of Diversely-Represented Stimulus Features into Whole Images James A. Simmons
Time Dependent Adaptive Neural Networks Fernando J. Pineda
Neural Network Visualization Jakub Wejchert, Gerald Tesauro
Discovering the Structure of a Reactive Environment by Exploration Michael Mozer, Jonathan Bachrach
A Self-organizing Associative Memory System for Control Applications Michael Hormel
Complexity of Finite Precision Neural Network Classifier Amir Dembo, Kai-Yeung Siu, Thomas Kailath
Neuronal Group Selection Theory: A Grounding in Robotics Jim Donnett, Tim Smithers
Dimensionality Reduction and Prior Knowledge in E-Set Recognition Kevin J. Lang, Geoffrey E. Hinton
A self-organizing multiple-view representation of 3D objects Daphna Weinshall, Shimon Edelman, Heinrich H. Bülthoff
Associative Memory in a Simple Model of Oscillating Cortex Bill Baird
Adjoint Operator Algorithms for Faster Learning in Dynamical Neural Networks Jacob Barhen, Nikzad Benny Toomarian, Sandeep Gulati
Computer Simulation of Oscillatory Behavior in Cerebral Cortical Networks Matthew A. Wilson, James M. Bower
Coupled Markov Random Fields and Mean Field Theory Davi Geiger, Federico Girosi
Pulse-Firing Neural Chips for Hundreds of Neurons Michael Brownlow, Lionel Tarassenko, Alan F. Murray, Alister Hamilton, Il Song Han, H. Martin Reekie
Rule Representations in a Connectionist Chunker David S. Touretzky, Gillette Elvgreen III
A Neural Network for Real-Time Signal Processing Donald B. Malkoff
Speaker Independent Speech Recognition with Neural Networks and Speech Knowledge Yoshua Bengio, Renato de Mori, Régis Cardin
Analytic Solutions to the Formation of Feature-Analysing Cells of a Three-Layer Feedforward Visual Information Processing Neural Net Dun-Sung Tang
An Analog VLSI Model of Adaptation in the Vestibulo-Ocular Reflex Stephen P. DeWeerth, Carver Mead
A Reconfigurable Analog VLSI Neural Network Chip Srinagesh Satyanarayana, Yannis P. Tsividis, Hans Peter Graf
Handwritten Digit Recognition with a Back-Propagation Network Yann LeCun, Bernhard E. Boser, John S. Denker, Donnie Henderson, R. E. Howard, Wayne E. Hubbard, Lawrence D. Jackel
Digital-Analog Hybrid Synapse Chips for Electronic Neural Networks Alexander Moopenn, T. Duong, A. P. Thakoor
Computational Efficiency: A Common Organizing Principle for Parallel Computer Maps and Brain Maps? Mark E. Nelson, James M. Bower
A Cost Function for Internal Representations Anders Krogh, C. I. Thorbergsson, John A. Hertz
HMM Speech Recognition with Neural Net Discrimination William Y. Huang, Richard P Lippmann
The Effects of Circuit Integration on a Feature Map Vector Quantizer Jim Mann
Generalization and Parameter Estimation in Feedforward Nets: Some Experiments N. Morgan, H. Bourlard
VLSI Implementation of a High-Capacity Neural Network Associative Memory Tzi-Dar Chiueh, Rodney M. Goodman
The Cascade-Correlation Learning Architecture Scott E. Fahlman, Christian Lebiere
Sigma-Pi Learning: On Radial Basis Functions and Cortical Associative Learning Bartlett W. Mel, Christof Koch
Optimal Brain Damage Yann LeCun, John S. Denker, Sara A. Solla
Learning Aspect Graph Representations from View Sequences Michael Seibert, Allen M. Waxman
The Effect of Catecholamines on Performance: From Unit to System Behavior David Servan-Schreiber, Harry Printz, Jonathan D. Cohen
Meiosis Networks Stephen Jose Hanson
Synergy of Clustering Multiple Back Propagation Networks William P. Lincoln, Josef Skrzypek
Incremental Parsing by Modular Recurrent Connectionist Networks Ajay N. Jain, Alex Waibel
Reading a Neural Code William Bialek, Fred Rieke, Robert R. de Ruyter van Steveninck, David Warland
A Method for the Associative Storage of Analog Vectors Amir F. Atiya, Yaser S. Abu-Mostafa
Using Local Models to Control Movement Christopher G. Atkeson
Learning to Control an Unstable System with Forward Modeling Michael I. Jordan, Robert A. Jacobs
Learning in Higher-Order "Artificial Dendritic Trees Tony Bell
Dynamic Behavior of Constained Back-Propagation Networks Yves Chauvin
Designing Application-Specific Neural Networks Using the Genetic Algorithm Steven A. Harp, Tariq Samad, Aloke Guha
A Computational Basis for Phonology David S. Touretzky, Deirdre W. Wheeler
Neural Network Simulation of Somatosensory Representational Plasticity Kamil A. Grajski, Michael Merzenich
A Neural Network for Feature Extraction Nathan Intrator
Generalized Hopfield Networks and Nonlinear Optimization Gintaras V. Reklaitis, Athanasios G. Tsirukis, Manoel Fernando Tenorio
Connectionist Architectures for Multi-Speaker Phoneme Recognition John B. Hampshire II, Alex Waibel
Bayesian Inference of Regular Grammar and Markov Source Models Kurt R. Smith, Michael I. Miller
Dataflow Architectures: Flexible Platforms for Neural Network Simulation Ira Smotroff
The Perceptron Algorithm Is Fast for Non-Malicious Distributions Eric B. Baum
Discovering High Order Features with Mean Field Modules Conrad C. Galland, Geoffrey E. Hinton
Sequential Decision Problems and Neural Networks A. G. Barto, R. S. Sutton, C. J. C. H. Watkins
Asymptotic Convergence of Backpropagation: Numerical Experiments Subutai Ahmad, Gerald Tesauro, Yu He
Training Connectionist Networks with Queries and Selective Sampling Les E. Atlas, David A. Cohn, Richard E. Ladner
Unsupervised Learning in Neurodynamics Using the Phase Velocity Field Approach Michail Zak, Nikzad Benny Toomarian
A Continuous Speech Recognition System Embedding MLP into HMM Hervé Bourlard, Nelson Morgan
Analysis of Linsker's Simulations of Hebbian Rules David J. C. MacKay, Kenneth D. Miller
Analog Neural Networks of Limited Precision I: Computing with Multilinear Threshold Functions Zoran Obradovic, Ian Parberry
A Systematic Study of the Input/Output Properties of a 2 Compartment Model Neuron With Active Membranes Paul C. Rhodes
Subgrouping Reduces Complexity and Speeds Up Learning in Recurrent Networks David Zipser
Neural Implementation of Motivated Behavior: Feeding in an Artificial Insect Randall D. Beer, Hillel J. Chiel
A Neural Network to Detect Homologies in Proteins Yoshua Bengio, Samy Bengio, Yannick Pouliot, Patrick Agin
Higher Order Recurrent Networks and Grammatical Inference C. Lee Giles, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Dong Chen
Practical Characteristics of Neural Network and Conventional Pattern Classifiers on Artificial and Speech Problems Yuchun Lee, Richard P Lippmann
Contour-Map Encoding of Shape for Early Vision Pentti Kanerva
Maximum Likelihood Competitive Learning Steven J. Nowlan
Note on Development of Modularity in Simple Cortical Models Alex Chernajvsky, John E. Moody
Model Based Image Compression and Adaptive Data Representation by Interacting Filter Banks Toshiaki Okamoto, Mitsuo Kawato, Toshio Inui, Sei Miyake
On the Distribution of the Number of Local Minima of a Random Function on a Graph Pierre Baldi, Yosef Rinott, Charles Stein
Using a Translation-Invariant Neural Network to Diagnose Heart Arrhythmia Susan Ciarrocca Lee
Non-Boltzmann Dynamics in Networks of Spiking Neurons Michael C. Crair, William Bialek
The "Moving Targets" Training Algorithm Richard Rohwer
Performance Comparisons Between Backpropagation Networks and Classification Trees on Three Real-World Applications Les E. Atlas, Ronald A. Cole, Jerome T. Connor, Mohamed A. El-Sharkawi, Robert J. Marks II, Yeshwant K. Muthusamy, Etienne Barnard
An Efficient Implementation of the Back-propagation Algorithm on the Connection Machine CM-2 Xiru Zhang, Michael McKenna, Jill P. Mesirov, David L. Waltz
Algorithms for Better Representation and Faster Learning in Radial Basis Function Networks Avijit Saha, James D. Keeler
The Cocktail Party Problem: Speech/Data Signal Separation Comparison between Backpropagation and SONN John Kassebaum, Manoel Fernando Tenorio, Christoph Schaefers
Real-Time Computer Vision and Robotics Using Analog VLSI Circuits Christof Koch, Wyeth Bair, John G. Harris, Timothy K. Horiuchi, Andrew Hsu, Jin Luo
The CHIR Algorithm for Feed Forward Networks with Binary Weights Tal Grossman
A Large-Scale Neural Network Which Recognizes Handwritten Kanji Characters Yoshihiro Mori, Kazuki Joe
Mechanisms for Neuromodulation of Biological Neural Networks Ronald M. Harris-Warrick
Recognizing Hand-Printed Letters and Digits Gale Martin, James A. Pittman
TRAFFIC: Recognizing Objects Using Hierarchical Reference Frame Transformations Richard S. Zemel, Michael Mozer, Geoffrey E. Hinton
Performance of Connectionist Learning Algorithms on 2-D SIMD Processor Arrays Fernando J. Nuñez, José A. B. Fortes
Neurally Inspired Plasticity in Oculomotor Processes Paul A. Viola
Combining Visual and Acoustic Speech Signals with a Neural Network Improves Intelligibility Terrence J. Sejnowski, Ben P. Yuhas, Moise H. Goldstein Jr., Robert E. Jenkins
The Computation of Sound Source Elevation in the Barn Owl Clay D. Spence, John C. Pearson

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