nips1993.md

NeurIPS1993

• Patrice Simard, Hans Graf. "Backpropagation without Multiplication" | [Home Page] | [PDF]

• Oded Maron, Andrew Moore. "Hoeffding Races: Accelerating Model Selection Search for Classification and Function Approximation" | [Home Page] | [PDF]

• Michael Perrone. "Putting It All Together: Methods for Combining Neural Networks" | [Home Page] | [PDF]

• Mark Plutowski, Shinichi Sakata, Halbert White. "Cross-Validation Estimates IMSE" | [Home Page] | [PDF]

• Dana Ron, Yoram Singer, Naftali Tishby. "The Power of Amnesia" | [Home Page] | [PDF]

• Herbert Wiklicky. "On the Non-Existence of a Universal Learning Algorithm for Recurrent Neural Networks" | [Home Page] | [PDF]

• Laurens Leerink, Marwan Jabri. "Constructive Learning Using Internal Representation Conflicts" | [Home Page] | [PDF]

• Javier Movellan. "A Local Algorithm to Learn Trajectories with Stochastic Neural Networks" | [Home Page] | [PDF]

• Tal Grossman, Alan Lapedes. "Use of Bad Training Data for Better Predictions" | [Home Page] | [PDF]

• Shumeet Baluja, Dean Pomerleau. "Non-Intrusive Gaze Tracking Using Artificial Neural Networks" | [Home Page] | [PDF]

• Corinna Cortes, L. D. Jackel, Sara Solla, Vladimir Vapnik, John Denker. "Learning Curves: Asymptotic Values and Rate of Convergence" | [Home Page] | [PDF]

• Wulfram Gerstner, J. van Hemmen. "How to Describe Neuronal Activity: Spikes, Rates, or Assemblies?" | [Home Page] | [PDF]

• Michael Murray, Ming-Tak Leung, Kan Boonyanit, Kong Kritayakirana, James Burg, Gregory Wolff, Tokahiro Watanabe, Edward Schwartz, David Stork, Allen M. Peterson. "Digital Boltzmann VLSI for constraint satisfaction and learning" | [Home Page] | [PDF]

• Subutai Ahmad. "Feature Densities are Required for Computing Feature Correspondences" | [Home Page] | [PDF]

• Thea Ghiselli-Crippa, Paul Munro. "Emergence of Global Structure from Local Associations" | [Home Page] | [PDF]

• David Cohn. "Robot Learning: Exploration and Continuous Domains" | [Home Page] | [PDF]

• Mitchell Maltenfort, Robert Druzinsky, C. Heckman, W. Rymer. "Lower Boundaries of Motoneuron Desynchronization via Renshaw Interneurons" | [Home Page] | [PDF]

• Robert French. "Catastrophic interference in connectionist networks: Can It Be predicted, can It be prevented?" | [Home Page] | [PDF]

• Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah. "Signature Verification using a "Siamese" Time Delay Neural Network" | [Home Page] | [PDF]

• Andreas Weigend. "Connectionism for Music and Audition" | [Home Page] | [PDF]

• Joachim Buhmann, Thomas Hofmann. "Central and Pairwise Data Clustering by Competitive Neural Networks" | [Home Page] | [PDF]

• Josef Rauschecker, Terrence J. Sejnowski. "Processing of Visual and Auditory Space and Its Modification by Experience" | [Home Page] | [PDF]

• Daniel Rosen, David Rumelhart, Eric Knudsen. "A Connectionist Model of the Owl's Sound Localization System" | [Home Page] | [PDF]

• N. Karunanithi. "Identifying Fault-Prone Software Modules Using Feed-Forward Networks: A Case Study" | [Home Page] | [PDF]

• Lloyd Watts. "Event-Driven Simulation of Networks of Spiking Neurons" | [Home Page] | [PDF]

• Bill Baird, Todd Troyer, Frank Eeckman. "Grammatical Inference by Attentional Control of Synchronization in an Oscillating Elman Network" | [Home Page] | [PDF]

• Alan L. Yuille, Stelios Smirnakis, Lei Xu. "Bayesian Self-Organization" | [Home Page] | [PDF]

• I. M. Elfadel, J. L. Wyatt, Jr.. "The "Softmax" Nonlinearity: Derivation Using Statistical Mechanics and Useful Properties as a Multiterminal Analog Circuit Element" | [Home Page] | [PDF]

• Yong Liu. "Robust Parameter Estimation and Model Selection for Neural Network Regression" | [Home Page] | [PDF]

• Reza Shadmehr, Ferdinando Mussa-Ivaldi. "Computational Elements of the Adaptive Controller of the Human Arm" | [Home Page] | [PDF]

• Kenneth Buckland, Peter Lawrence. "Transition Point Dynamic Programming" | [Home Page] | [PDF]

• Eric Boussard, Jean-François Vibert. "Dopaminergic Neuromodulation Brings a Dynamical Plasticity to the Retina" | [Home Page] | [PDF]

• Andrew Barto, Michael Duff. "Monte Carlo Matrix Inversion and Reinforcement Learning" | [Home Page] | [PDF]

• Yoshua Bengio, Yann LeCun, Donnie Henderson. "Globally Trained Handwritten Word Recognizer using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models" | [Home Page] | [PDF]

• Satinder Singh, Andrew Barto, Roderic Grupen, Christopher Connolly. "Robust Reinforcement Learning in Motion Planning" | [Home Page] | [PDF]

• Changfeng Wang, Santosh Venkatesh, J. Judd. "Optimal Stopping and Effective Machine Complexity in Learning" | [Home Page] | [PDF]

• Gary Flake, Guo-Zhen Sun, Yee-Chun Lee. "Exploiting Chaos to Control the Future" | [Home Page] | [PDF]

• O. L. Mangasarian, M. V. Solodov. "Backpropagation Convergence Via Deterministic Nonmonotone Perturbed Minimization" | [Home Page] | [PDF]

• John Kolen. "Fool's Gold: Extracting Finite State Machines from Recurrent Network Dynamics" | [Home Page] | [PDF]

• Terence Sanger. "Two Iterative Algorithms for Computing the Singular Value Decomposition from Input/Output Samples" | [Home Page] | [PDF]

• Patrice Simard. "Efficient Computation of Complex Distance Metrics Using Hierarchical Filtering" | [Home Page] | [PDF]

• Daniel Ruderman, William Bialek. "Statistics of Natural Images: Scaling in the Woods" | [Home Page] | [PDF]

• Reinhard Blasig. "GDS: Gradient Descent Generation of Symbolic Classification Rules" | [Home Page] | [PDF]

• Justin Boyan, Michael Littman. "Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach" | [Home Page] | [PDF]

• Michael Glover, W. Miller. "A Massively-Parallel SIMD Processor for Neural Network and Machine Vision Applications" | [Home Page] | [PDF]

• H. N. Mhaskar, C. A.. Micchelli. "How to Choose an Activation Function" | [Home Page] | [PDF]

• Ernst Niebur, Dean Brettle. "Efficient Simulation of Biological Neural Networks on Massively Parallel Supercomputers with Hypercube Architecture" | [Home Page] | [PDF]

• Tommi Jaakkola, Michael Jordan, Satinder Singh. "Convergence of Stochastic Iterative Dynamic Programming Algorithms" | [Home Page] | [PDF]

• Urs A. Müller, Michael Kocheisen, Anton Gunzinger. "High Performance Neural Net Simulation on a Multiprocessor System with "Intelligent" Communication" | [Home Page] | [PDF]

• Micah Siegel. "An Analog VLSI Model of Central Pattern Generation in the Leech" | [Home Page] | [PDF]

• Jonathan Shapiro, Adam Prügel-Bennett. "Non-Linear Statistical Analysis and Self-Organizing Hebbian Networks" | [Home Page] | [PDF]

• Dietrich Wettschereck, Thomas Dietterich. "Locally Adaptive Nearest Neighbor Algorithms" | [Home Page] | [PDF]

• Hans Thodberg. "Bayesian Backprop in Action: Pruning, Committees, Error Bars and an Application to Spectroscopy" | [Home Page] | [PDF]

• Sumio Watanabe. "Solvable Models of Artificial Neural Networks" | [Home Page] | [PDF]

• Richard Bostock, Alan Harget. "A Comparative Study of a Modified Bumptree Neural Network with Radial Basis Function Networks and the Standard Multi Layer Perceptron" | [Home Page] | [PDF]

• Chuanyi Ji. "Generalization Error and the Expected Network Complexity" | [Home Page] | [PDF]

• Iris Ginzburg, David Horn. "Combined Neural Networks for Time Series Analysis" | [Home Page] | [PDF]

• Joachim Buhmann, Martin Lades, Frank Eeckman. "Illumination-Invariant Face Recognition with a Contrast Sensitive Silicon Retina" | [Home Page] | [PDF]

• Hans Graf, Eric Cosatto. "Address Block Location with a Neural Net System" | [Home Page] | [PDF]

• Stefan Schaal, Christopher Atkeson. "Assessing the Quality of Learned Local Models" | [Home Page] | [PDF]

• Martin Stemmler, Marius Usher, Christof Koch, Zeev Olami. "Synchronization, oscillations, and 1/f noise in networks of spiking neurons" | [Home Page] | [PDF]

• Mark Gluck. "What Does the Hippocampus Compute?: A Precis of the 1993 NIPS Workshop" | [Home Page] | [PDF]

• Eric Saund. "Unsupervised Learning of Mixtures of Multiple Causes in Binary Data" | [Home Page] | [PDF]

• Kenji Doya, Allen Selverston, Peter Rowat. "A Hodgkin-Huxley Type Neuron Model That Learns Slow Non-Spike Oscillation" | [Home Page] | [PDF]

• Thomas Dietterich, Dietrich Wettschereck, Chris G. Atkeson, Andrew Moore. "Memory-Based Methods for Regression and Classification" | [Home Page] | [PDF]

• Arun Jagota. "Neural Network Methods for Optimization Problems" | [Home Page] | [PDF]

• Thomas Dietterich, Ajay Jain, Richard Lathrop, Tomás Lozano-Pérez. "A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction" | [Home Page] | [PDF]

• Babak Hassibi, Ali H. Sayed, Thomas Kailath. "Hoo Optimality Criteria for LMS and Backpropagation" | [Home Page] | [PDF]

• Trevor J. Darrell, Alex P. Pentland. "Classifying Hand Gestures with a View-Based Distributed Representation" | [Home Page] | [PDF]

• Terence Sanger. "Optimal Unsupervised Motor Learning Predicts the Internal Representation of Barn Owl Head Movements" | [Home Page] | [PDF]

• Öjvind Bernander, Christof Koch, Rodney Douglas. "Amplifying and Linearizing Apical Synaptic Inputs to Cortical Pyramidal Cells" | [Home Page] | [PDF]

• Yoram Singer, Naftali Tishby. "Decoding Cursive Scripts" | [Home Page] | [PDF]

• P. Montague, Peter Dayan, Terrence J. Sejnowski. "Foraging in an Uncertain Environment Using Predictive Hebbian Learning" | [Home Page] | [PDF]

• Jose C. Principe, Hui-H. Hsu, Jyh-Ming Kuo. "Analysis of Short Term Memories for Neural Networks" | [Home Page] | [PDF]

• Yoshua Bengio, Paolo Frasconi. "Credit Assignment through Time: Alternatives to Backpropagation" | [Home Page] | [PDF]

• Thomas Shultz, Jeffrey Elman. "Analyzing Cross-Connected Networks" | [Home Page] | [PDF]

• Nicholas Flann. "Recognition-based Segmentation of On-Line Cursive Handwriting" | [Home Page] | [PDF]

• Tadashi Shibata, Koji Kotani, Takeo Yamashita, Hiroshi Ishii, Hideo Kosaka, Tadahiro Ohmi. "Implementing Intelligence on Silicon Using Neuron-Like Functional MOS Transistors" | [Home Page] | [PDF]

• Padhraic Smyth. "Probabilistic Anomaly Detection in Dynamic Systems" | [Home Page] | [PDF]

• Arlindo Oliveira, Alberto Sangiovanni-Vincentelli. "Learning Complex Boolean Functions: Algorithms and Applications" | [Home Page] | [PDF]

• Sreerupa Das, Michael C. Mozer. "A Unified Gradient-Descent/Clustering Architecture for Finite State Machine Induction" | [Home Page] | [PDF]

• Vijaykumar Gullapalli, Andrew Barto. "Convergence of Indirect Adaptive Asynchronous Value Iteration Algorithms" | [Home Page] | [PDF]

• Asriel Levin, Todd Leen, John Moody. "Fast Pruning Using Principal Components" | [Home Page] | [PDF]

• Pierre Baldi, Søren Brunak, Yves Chauvin, Jacob Engelbrecht, Anders Krogh. "Hidden Markov Models for Human Genes" | [Home Page] | [PDF]

• Ralph Wolf, John Platt. "Postal Address Block Location Using a Convolutional Locator Network" | [Home Page] | [PDF]

• Timothy Horiuchi, Brooks Bishofberger, Christof Koch. "An Analog VLSI Saccadic Eye Movement System" | [Home Page] | [PDF]

• Sumio Watanabe. "An Optimization Method of Layered Neural Networks based on the Modified Information Criterion" | [Home Page] | [PDF]

• Yasuhiro Wada, Yasuharu Koike, Eric Vatikiotis-Bateson, Mitsuo Kawato. "A Computational Model for Cursive Handwriting Based on the Minimization Principle" | [Home Page] | [PDF]

• H. Schwarze, J. Hertz. "Discontinuous Generalization in Large Committee Machines" | [Home Page] | [PDF]

• Makoto Hirayama, Eric Vatikiotis-Bateson, Mitsuo Kawato. "Inverse Dynamics of Speech Motor Control" | [Home Page] | [PDF]

• Steve Renals, Mike Hochberg, Tony Robinson. "Learning Temporal Dependencies in Connectionist Speech Recognition" | [Home Page] | [PDF]

• Christiane Linster, David Marsan, Claudine Masson, Michel Kerszberg. "Odor Processing in the Bee: A Preliminary Study of the Role of Central Input to the Antennal Lobe" | [Home Page] | [PDF]

• Christoph Bregler, Stephen Omohundro. "Surface Learning with Applications to Lipreading" | [Home Page] | [PDF]

• Eric Chang, Richard P. Lippmann. "Figure of Merit Training for Detection and Spotting" | [Home Page] | [PDF]

• Ryotaro Kamimura. "Generation of Internal Representation by α-Transformation" | [Home Page] | [PDF]

• Geoffrey E. Hinton, Richard Zemel. "Autoencoders, Minimum Description Length and Helmholtz Free Energy" | [Home Page] | [PDF]

• Paul Sajda, Leif Finkel. "Dual Mechanisms for Neural Binding and Segmentation" | [Home Page] | [PDF]

• Scott Kirkpatrick, Géza Györgyi, Naftali Tishby, Lidror Troyansky. "The Statistical Mechanics of k-Satisfaction" | [Home Page] | [PDF]

• Gregory Wolff, K. Prasad, David Stork, Marcus Hennecke. "Lipreading by neural networks: Visual preprocessing, learning, and sensory integration" | [Home Page] | [PDF]

• Eve Marder. "Dynamic Modulation of Neurons and Networks" | [Home Page] | [PDF]

• Volker Tresp, Subutai Ahmad, Ralph Neuneier. "Training Neural Networks with Deficient Data" | [Home Page] | [PDF]

• Melanie Mitchell, John Holland, Stephanie Forrest. "When will a Genetic Algorithm Outperform Hill Climbing" | [Home Page] | [PDF]

• Mats Österberg, Reiner Lenz. "Unsupervised Parallel Feature Extraction from First Principles" | [Home Page] | [PDF]

• A C Tsoi, D S C So, A Sergejew. "Classification of Electroencephalogram using Artificial Neural Networks" | [Home Page] | [PDF]

• Didier Keymeulen, Martine de Gerlache. "Comparison Training for a Rescheduling Problem in Neural Networks" | [Home Page] | [PDF]

• Bill Horne, Don Hush. "Bounds on the complexity of recurrent neural network implementations of finite state machines" | [Home Page] | [PDF]

• Yehuda Salu. "Classification of Multi-Spectral Pixels by the Binary Diamond Neural Network" | [Home Page] | [PDF]

• Babak Hassibi, David Stork, Gregory Wolff. "Optimal Brain Surgeon: Extensions and performance comparisons" | [Home Page] | [PDF]

• Wolfgang Maass. "Agnostic PAC-Learning of Functions on Analog Neural Nets" | [Home Page] | [PDF]

• Timothy Cacciatore, Steven Nowlan. "Mixtures of Controllers for Jump Linear and Non-Linear Plants" | [Home Page] | [PDF]

• Steven Watkins, Paul Chau, Raoul Tawel, Bjorn Lambrigtsen, Mark Plutowski. "A Hybrid Radial Basis Function Neurocomputer and Its Applications" | [Home Page] | [PDF]

• K. I. Diamantaras, D. Geiger. "Resolving motion ambiguities" | [Home Page] | [PDF]

• Richard Zemel, Geoffrey E. Hinton. "Developing Population Codes by Minimizing Description Length" | [Home Page] | [PDF]

• Hayit Greenspan. "Learning in Computer Vision and Image Understanding" | [Home Page] | [PDF]

• Alan Lapedes, Evan Steeg, Robert Farber. "Neural Network Definitions of Highly Predictable Protein Secondary Structure Classes" | [Home Page] | [PDF]

• A.C.C. Coolen, R. Penney, D. Sherrington. "Coupled Dynamics of Fast Neurons and Slow Interactions" | [Home Page] | [PDF]

• Christopher Atkeson. "Using Local Trajectory Optimizers to Speed Up Global Optimization in Dynamic Programming" | [Home Page] | [PDF]

• Joachim Diederich, Ah Tsoi. "Connectionist Modeling and Parallel Architectures" | [Home Page] | [PDF]

• Gregory Saunders, Peter Angeline, Jordan Pollack. "Structural and Behavioral Evolution of Recurrent Networks" | [Home Page] | [PDF]

• Chien-Ping Lu, Eric Mjolsness. "Two-Dimensional Object Localization by Coarse-to-Fine Correlation Matching" | [Home Page] | [PDF]

• Richard Coggins, Marwan Jabri. "WATTLE: A Trainable Gain Analogue VLSI Neural Network" | [Home Page] | [PDF]

• Ernst Niebur, Bruno Olshausen. "Neurobiology, Psychophysics, and Computational Models of Visual Attention" | [Home Page] | [PDF]

• David H. Wolpert. "Bayesian Backpropagation Over I-O Functions Rather Than Weights" | [Home Page] | [PDF]

• Nanda Kambhatla, Todd Leen. "Fast Non-Linear Dimension Reduction" | [Home Page] | [PDF]

• Max Garzon, Fernanda Botelho. "Observability of Neural Network Behavior" | [Home Page] | [PDF]

• Isaac Meilijson, Eytan Ruppin. "Optimal Signalling in Attractor Neural Networks" | [Home Page] | [PDF]

• David Cohn. "Neural Network Exploration Using Optimal Experiment Design" | [Home Page] | [PDF]

• Audrey Guzik, Robert Eaton. "Directional Hearing by the Mauthner System" | [Home Page] | [PDF]

• Xin Wang, Qingnan Li, Edward Blum. "Asynchronous Dynamics of Continuous Time Neural Networks" | [Home Page] | [PDF]

• Klaus Obermayer, Lynne Kiorpes, Gary Blasdel. "Development of Orientation and Ocular Dominance Columns in Infant Macaques" | [Home Page] | [PDF]

• Adam Kowalczyk. "Counting function theorem for multi-layer networks" | [Home Page] | [PDF]

• Bernd Fritzke. "Supervised Learning with Growing Cell Structures" | [Home Page] | [PDF]

• Gert Cauwenberghs. "A Learning Analog Neural Network Chip with Continuous-Time Recurrent Dynamics" | [Home Page] | [PDF]

• Thomas Hildebrandt. "Functional Models of Selective Attention and Context Dependency" | [Home Page] | [PDF]

• Virginia de. "Learning Classification with Unlabeled Data" | [Home Page] | [PDF]

• Nicol Schraudolph, Peter Dayan, Terrence J. Sejnowski. "Temporal Difference Learning of Position Evaluation in the Game of Go" | [Home Page] | [PDF]

• Charles Fefferman, Scott Markel. "Recovering a Feed-Forward Net From Its Output" | [Home Page] | [PDF]

• Todd Leen, Genevieve Orr. "Optimal Stochastic Search and Adaptive Momentum" | [Home Page] | [PDF]

• Andrew Moore. "The Parti-Game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-Spaces" | [Home Page] | [PDF]

• V. P. Roychowdhury, K.-Y. Siu. "Complexity Issues in Neural Computation and Learning" | [Home Page] | [PDF]

• Max Garzon, Fernanda Botelho. "Stability and Observability" | [Home Page] | [PDF]

• G. Buracas, T. Albright. "The Role of MT Neuron Receptive Field Surrounds in Computing Object Shape from Velocity Fields" | [Home Page] | [PDF]

• Tony A. Plate. "Estimating analogical similarity by dot-products of Holographic Reduced Representations" | [Home Page] | [PDF]

• Ying Zhao, Richard Schwartz, John Makhoul, George Zavaliagkos. "Segmental Neural Net Optimization for Continuous Speech Recognition" | [Home Page] | [PDF]

• Hossein L. Najafi, Vladimir Cherkassky. "Adaptive knot Placement for Nonparametric Regression" | [Home Page] | [PDF]

• Michael Lewicki. "Bayesian Modeling and Classification of Neural Signals" | [Home Page] | [PDF]

• Zoubin Ghahramani, Michael Jordan. "Supervised learning from incomplete data via an EM approach" | [Home Page] | [PDF]

• Iris Ginzburg, Haim Sompolinsky. "Correlation Functions in a Large Stochastic Neural Network" | [Home Page] | [PDF]

• Steven Gold, Eric Mjolsness, Anand Rangarajan. "Clustering with a Domain-Specific Distance Measure" | [Home Page] | [PDF]

• Kevin Farrell, Richard Mammone. "Speaker Recognition Using Neural Tree Networks" | [Home Page] | [PDF]

• Catherine Stevens, Janet Wiles. "Tonal Music as a Componential Code: Learning Temporal Relationships Between and Within Pitch and Timing Components" | [Home Page] | [PDF]

• Richard Duda. "Connectionist Models for Auditory Scene Analysis" | [Home Page] | [PDF]

• Joachim Utans. "Learning in Compositional Hierarchies: Inducing the Structure of Objects from Data" | [Home Page] | [PDF]

• Andreas Andreou, Thomas Edwards. "VLSI Phase Locking Architectures for Feature Linking in Multiple Target Tracking Systems" | [Home Page] | [PDF]

• Kô Sakai, Leif Finkel. "A Network Mechanism for the Determination of Shape-From-Texture" | [Home Page] | [PDF]

• Alessandro Sperduti. "Encoding Labeled Graphs by Labeling RAAM" | [Home Page] | [PDF]

• Mark Plutowski, Garrison Cottrell, Halbert White. "Learning Mackey-Glass from 25 examples, Plus or Minus 2" | [Home Page] | [PDF]

• Grace Wahba, Yuedong Wang, Chong Gu, Ronald Klein, MD, Barbara Klein, MD. "Structured Machine Learning for 'Soft' Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing and Evaluation" | [Home Page] | [PDF]