NIPS*1989
Online Papers


Title Pages

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

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Author Index

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