nips1995.md

NeurIPS1995

• Jonathan Marshall, Richard Alley, Robert Hubbard. "Learning to Predict Visibility and Invisibility from Occlusion Events" | [Home Page] | [PDF]

• Leslie Smith. "Onset-based Sound Segmentation" | [Home Page] | [PDF]

• Peter Stone, Manuela Veloso. "Beating a Defender in Robotic Soccer: Memory-Based Learning of a Continuous Function" | [Home Page] | [PDF]

• Thomas Petsche, Angelo Marcantonio, Christian Darken, Stephen Hanson, Gary Kuhn, N. Santoso. "A Neural Network Autoassociator for Induction Motor Failure Prediction" | [Home Page] | [PDF]

• Steve Lawrence, Ah Tsoi, Andrew Back. "The Gamma MLP for Speech Phoneme Recognition" | [Home Page] | [PDF]

• Yoonsuck Choe, Joseph Sirosh, Risto Miikkulainen. "Laterally Interconnected Self-Organizing Maps in Hand-Written Digit Recognition" | [Home Page] | [PDF]

• André van Schaik, Eric Fragnière, Eric Vittoz. "Improved Silicon Cochlea using Compatible Lateral Bipolar Transistors" | [Home Page] | [PDF]

• Wolfgang Maass. "On the Computational Power of Noisy Spiking Neurons" | [Home Page] | [PDF]

• Jefferson Coelho, R. Sitaraman, Roderic Grupen. "Parallel Optimization of Motion Controllers via Policy Iteration" | [Home Page] | [PDF]

• Steven Rehfuss, Dan Hammerstrom. "Model Matching and SFMD Computation" | [Home Page] | [PDF]

• Peter Sollich, Anders Krogh. "Learning with ensembles: How overfitting can be useful" | [Home Page] | [PDF]

• R. Edwards, Gert Cauwenberghs. "Analog VLSI Processor Implementing the Continuous Wavelet Transform" | [Home Page] | [PDF]

• Marwan Jabri, Raymond Wang. "A Novel Channel Selection System in Cochlear Implants Using Artificial Neural Network" | [Home Page] | [PDF]

• Kevin Cherkauer, Jude Shavlik. "Rapid Quality Estimation of Neural Network Input Representations" | [Home Page] | [PDF]

• David Opitz, Jude Shavlik. "Generating Accurate and Diverse Members of a Neural-Network Ensemble" | [Home Page] | [PDF]

• Alexandre Pouget, Terrence J. Sejnowski. "A Model of Spatial Representations in Parietal Cortex Explains Hemineglect" | [Home Page] | [PDF]

• Kenji Doya. "Temporal Difference Learning in Continuous Time and Space" | [Home Page] | [PDF]

• Nicol Schraudolph, Terrence J. Sejnowski. "Tempering Backpropagation Networks: Not All Weights are Created Equal" | [Home Page] | [PDF]

• Peter Dayan, Satinder Singh. "Improving Policies without Measuring Merits" | [Home Page] | [PDF]

• Ethem Alpaydin. "Selective Attention for Handwritten Digit Recognition" | [Home Page] | [PDF]

• Jonathan Baxter. "Learning Model Bias" | [Home Page] | [PDF]

• Robert Snapp, Tong Xu. "Estimating the Bayes Risk from Sample Data" | [Home Page] | [PDF]

• Susan McCabe, Michael Denham. "A Model of Auditory Streaming" | [Home Page] | [PDF]

• Dan Kershaw, Anthony Robinson, Mike Hochberg. "Context-Dependent Classes in a Hybrid Recurrent Network-HMM Speech Recognition System" | [Home Page] | [PDF]

• Lawrence Saul, Michael Jordan. "Exploiting Tractable Substructures in Intractable Networks" | [Home Page] | [PDF]

• Shun-ichi Amari, Noboru Murata, Klaus-Robert Müller, Michael Finke, Howard Yang. "Statistical Theory of Overtraining - Is Cross-Validation Asymptotically Effective?" | [Home Page] | [PDF]

• Yoky Matsuoka. "Primitive Manipulation Learning with Connectionism" | [Home Page] | [PDF]

• John Lazzaro, John Wawrzynek. "Silicon Models for Auditory Scene Analysis" | [Home Page] | [PDF]

• Henry Rowley, Shumeet Baluja, Takeo Kanade. "Human Face Detection in Visual Scenes" | [Home Page] | [PDF]

• John Wawrzynek, Krste Asanovic, Brian Kingsbury, James Beck, David Johnson, Nelson Morgan. "SPERT-II: A Vector Microprocessor System and its Application to Large Problems in Backpropagation Training" | [Home Page] | [PDF]

• Morten Pedersen, Lars Hansen, Jan Larsen. "Pruning with generalization based weight saliencies: λOBD, λOBS" | [Home Page] | [PDF]

• Ari Juels, Martin Wattenberg. "Stochastic Hillclimbing as a Baseline Method for Evaluating Genetic Algorithms" | [Home Page] | [PDF]

• Rich Caruana, Shumeet Baluja, Tom Mitchell. "Using the Future to "Sort Out" the Present: Rankprop and Multitask Learning for Medical Risk Evaluation" | [Home Page] | [PDF]

• Peter Auer, Mark Herbster, Manfred K. K. Warmuth. "Exponentially many local minima for single neurons" | [Home Page] | [PDF]

• David J. Miller, Ajit Rao, Kenneth Rose, Allen Gersho. "An Information-theoretic Learning Algorithm for Neural Network Classification" | [Home Page] | [PDF]

• Robert Crites, Andrew Barto. "Improving Elevator Performance Using Reinforcement Learning" | [Home Page] | [PDF]

• Ralph Neuneier. "Optimal Asset Allocation using Adaptive Dynamic Programming" | [Home Page] | [PDF]

• Visakan Kadirkamanathan, Maha Kadirkamanathan. "Recursive Estimation of Dynamic Modular RBF Networks" | [Home Page] | [PDF]

• John Platt, Timothy Allen. "A Neural Network Classifier for the I100 OCR Chip" | [Home Page] | [PDF]

• Rajesh Rao, Gregory Zelinsky, Mary Hayhoe, Dana Ballard. "Modeling Saccadic Targeting in Visual Search" | [Home Page] | [PDF]

• S. Yasui, T. Furukawa, M. Yamada, T. Saito. "Plasticity of Center-Surround Opponent Receptive Fields in Real and Artificial Neural Systems of Vision" | [Home Page] | [PDF]

• Trevor Darrell, Alex Pentland. "Active Gesture Recognition using Learned Visual Attention" | [Home Page] | [PDF]

• Vasken Bohossian, Jehoshua Bruck. "On Neural Networks with Minimal Weights" | [Home Page] | [PDF]

• Pascal Koiran, Eduardo Sontag. "Neural Networks with Quadratic VC Dimension" | [Home Page] | [PDF]

• Zoubin Ghahramani, Michael Jordan. "Factorial Hidden Markov Models" | [Home Page] | [PDF]

• Mark Craven, Jude Shavlik. "Extracting Tree-Structured Representations of Trained Networks" | [Home Page] | [PDF]

• Bambang Parmanto, Paul Munro, Howard Doyle. "Improving Committee Diagnosis with Resampling Techniques" | [Home Page] | [PDF]

• Gary Flake. "The Capacity of a Bump" | [Home Page] | [PDF]

• Harris Drucker, Corinna Cortes. "Boosting Decision Trees" | [Home Page] | [PDF]

• Serguei Semenov, Irina Shuvalova. "Some results on convergent unlearning algorithm" | [Home Page] | [PDF]

• Andrew W. Senior, Anthony Robinson. "Forward-backward retraining of recurrent neural networks" | [Home Page] | [PDF]

• Alexander Shustorovich, Christopher W. Thrasher. "KODAK lMAGELINK™ OCR Alphanumeric Handprint Module" | [Home Page] | [PDF]

• Samuel Choi, Dit-Yan Yeung. "Predictive Q-Routing: A Memory-based Reinforcement Learning Approach to Adaptive Traffic Control" | [Home Page] | [PDF]

• Wei Zhang, Thomas Dietterich. "High-Performance Job-Shop Scheduling With A Time-Delay TD(λ) Network" | [Home Page] | [PDF]

• Stephen Omohundro. "Family Discovery" | [Home Page] | [PDF]

• A. Redish, David Touretzky. "Modeling Interactions of the Rat's Place and Head Direction Systems" | [Home Page] | [PDF]

• Paul Viola, Nicol Schraudolph, Terrence J. Sejnowski. "Empirical Entropy Manipulation for Real-World Problems" | [Home Page] | [PDF]

• Luiz Pessoa, William Ross. "A Neural Network Model of 3-D Lightness Perception" | [Home Page] | [PDF]

• Shih-Chii Liu, Kwabena Boahen. "Adaptive Retina with Center-Surround Receptive Field" | [Home Page] | [PDF]

• Brendan J. Frey, Geoffrey E. Hinton, Peter Dayan. "Does the Wake-sleep Algorithm Produce Good Density Estimators?" | [Home Page] | [PDF]

• Christopher Bishop, Markus Svensén, Christopher Williams. "EM Optimization of Latent-Variable Density Models" | [Home Page] | [PDF]

• A.C.C. Coolen, S. Laughton, D. Sherrington. "Modern Analytic Techniques to Solve the Dynamics of Recurrent Neural Networks" | [Home Page] | [PDF]

• Siegfried Bös. "A Realizable Learning Task which Exhibits Overfitting" | [Home Page] | [PDF]

• Hugh Blair. "Simulation of a Thalamocortical Circuit for Computing Directional Heading in the Rat" | [Home Page] | [PDF]

• Marcelo Blatt, Shai Wiseman, Eytan Domany. "Clustering data through an analogy to the Potts model" | [Home Page] | [PDF]

• Marina Meila, Michael Jordan. "Learning Fine Motion by Markov Mixtures of Experts" | [Home Page] | [PDF]

• Benjamin Van Roy, John Tsitsiklis. "Stable LInear Approximations to Dynamic Programming for Stochastic Control Problems with Local Transitions" | [Home Page] | [PDF]

• John Shawe-Taylor, Jieyu Zhao. "Generalisation of A Class of Continuous Neural Networks" | [Home Page] | [PDF]

• Enno Littmann, Andrea Drees, Helge Ritter. "Visual gesture-based robot guidance with a modular neural system" | [Home Page] | [PDF]

• Lucas Parra. "Symplectic Nonlinear Component Analysis" | [Home Page] | [PDF]

• Scott Makeig, Anthony Bell, Tzyy-Ping Jung, Terrence J. Sejnowski. "Independent Component Analysis of Electroencephalographic Data" | [Home Page] | [PDF]

• Geoffrey Jackson, Alan Murray. "Competence Acquisition in an Autonomous Mobile Robot using Hardware Neural Techniques" | [Home Page] | [PDF]

• Christopher Williams, Carl Rasmussen. "Gaussian Processes for Regression" | [Home Page] | [PDF]

• Rasmus Petersen, John Taylor. "Reorganisation of Somatosensory Cortex after Tactile Training" | [Home Page] | [PDF]

• Anders Krogh, Soren Riis. "Prediction of Beta Sheets in Proteins" | [Home Page] | [PDF]

• Kenji Fukumizu. "Active Learning in Multilayer Perceptrons" | [Home Page] | [PDF]

• Alexander Grunewald. "A model of transparent motion and non-transparent motion aftereffects" | [Home Page] | [PDF]

• Dirk Ormoneit, Volker Tresp. "Improved Gaussian Mixture Density Estimates Using Bayesian Penalty Terms and Network Averaging" | [Home Page] | [PDF]

• Carl Rasmussen. "A Practical Monte Carlo Implementation of Bayesian Learning" | [Home Page] | [PDF]

• Lizhong Wu, John Moody. "A Smoothing Regularizer for Recurrent Neural Networks" | [Home Page] | [PDF]

• Yochai Konig, Hervé Bourlard, Nelson Morgan. "REMAP: Recursive Estimation and Maximization of A Posteriori Probabilities - Application to Transition-Based Connectionist Speech Recognition" | [Home Page] | [PDF]

• René Gourley. "Harmony Networks Do Not Work" | [Home Page] | [PDF]

• Jeffrey Jackson, Mark Craven. "Learning Sparse Perceptrons" | [Home Page] | [PDF]

• Samuel Joseph, David Willshaw. "The Role of Activity in Synaptic Competition at the Neuromuscular Junction" | [Home Page] | [PDF]

• Xin Wang, Arun Jagota, Fernanda Botelho, Max Garzon. "Absence of Cycles in Symmetric Neural Networks" | [Home Page] | [PDF]

• Thomas Rebotier, Jeffrey Elman. "Explorations with the Dynamic Wave Model" | [Home Page] | [PDF]

• Richard S. Sutton. "Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding" | [Home Page] | [PDF]

• Dimitris Tsioutsias, Eric Mjolsness. "A Multiscale Attentional Framework for Relaxation Neural Networks" | [Home Page] | [PDF]

• Ralph Etienne-Cummings, Jan Van der Spiegel, Paul Mueller. "VLSI Model of Primate Visual Smooth Pursuit" | [Home Page] | [PDF]

• Philip N. Sabes, Michael Jordan. "Reinforcement Learning by Probability Matching" | [Home Page] | [PDF]

• Atsushi Sato, Keiji Yamada. "Generalized Learning Vector Quantization" | [Home Page] | [PDF]

• Steve Waterhouse, David MacKay, Anthony Robinson. "Bayesian Methods for Mixtures of Experts" | [Home Page] | [PDF]

• Alistair Ferguson, Theo Sabisch, Paul Kaye, Laurence Dixon, Hamid Bolouri. "High-Speed Airborne Particle Monitoring Using Artificial Neural Networks" | [Home Page] | [PDF]

• Yoram Singer. "Adaptive Mixture of Probabilistic Transducers" | [Home Page] | [PDF]

• Bartlett Mel. "SEEMORE: A View-Based Approach to 3-D Object Recognition Using Multiple Visual Cues" | [Home Page] | [PDF]

• Geoffrey E. Hinton, Michael Revow. "Using Pairs of Data-Points to Define Splits for Decision Trees" | [Home Page] | [PDF]

• David Saad, Sara Solla. "Dynamics of On-Line Gradient Descent Learning for Multilayer Neural Networks" | [Home Page] | [PDF]

• Robert Dodier. "Geometry of Early Stopping in Linear Networks" | [Home Page] | [PDF]

• Lei Xu. "A Unified Learning Scheme: Bayesian-Kullback Ying-Yang Machine" | [Home Page] | [PDF]

• Scott Makeig, Tzyy-Ping Jung, Terrence J. Sejnowski. "Using Feedforward Neural Networks to Monitor Alertness from Changes in EEG Correlation and Coherence" | [Home Page] | [PDF]

• Olivier Coenen, Terrence J. Sejnowski. "A Dynamical Model of Context Dependencies for the Vestibulo-Ocular Reflex" | [Home Page] | [PDF]

• Steve Waterhouse, Anthony Robinson. "Constructive Algorithms for Hierarchical Mixtures of Experts" | [Home Page] | [PDF]

• Reimar Hofmann, Volker Tresp. "Discovering Structure in Continuous Variables Using Bayesian Networks" | [Home Page] | [PDF]

• Richard Kempter, Wulfram Gerstner, J. van Hemmen, Hermann Wagner. "Temporal coding in the sub-millisecond range: Model of barn owl auditory pathway" | [Home Page] | [PDF]

• Stefan Rüger. "Stable Dynamic Parameter Adaption" | [Home Page] | [PDF]

• Geoffrey Goodhill, Steven Finch, Terrence J. Sejnowski. "Optimizing Cortical Mappings" | [Home Page] | [PDF]

• Peter Campbell, Michael Dale, Herman Ferrá, Adam Kowalczyk. "Experiments with Neural Networks for Real Time Implementation of Control" | [Home Page] | [PDF]

• Michael Hasselmo, Milos Cekic. "Cholinergic suppression of transmission may allow combined associative memory function and self-organization in the neocortex" | [Home Page] | [PDF]

• Hiroyuki Nakahara, Kenji Doya. "Dynamics of Attention as Near Saddle-Node Bifurcation Behavior" | [Home Page] | [PDF]

• Steven Gold, Anand Rangarajan. "Softassign versus Softmax: Benchmarks in Combinatorial Optimization" | [Home Page] | [PDF]

• Stefan Schaal, Christopher Atkeson. "From Isolation to Cooperation: An Alternative View of a System of Experts" | [Home Page] | [PDF]

• Tommi Jaakkola, Lawrence Saul, Michael Jordan. "Fast Learning by Bounding Likelihoods in Sigmoid Type Belief Networks" | [Home Page] | [PDF]

• Ssu-Hsin Yu, Anuradha Annaswamy. "Neural Control for Nonlinear Dynamic Systems" | [Home Page] | [PDF]

• Bhaskar DasGupta, Eduardo Sontag. "Sample Complexity for Learning Recurrent Perceptron Mappings" | [Home Page] | [PDF]

• Sebastian Thrun. "Is Learning The n-th Thing Any Easier Than Learning The First?" | [Home Page] | [PDF]

• Giacomo Indiveri, Jörg Kramer, Christof Koch. "Parallel analog VLSI architectures for computation of heading direction and time-to-contact" | [Home Page] | [PDF]

• Jun Tani, Naohiro Fukumura. "A Dynamical Systems Approach for a Learnable Autonomous Robot" | [Home Page] | [PDF]

• Michael DeWeese. "Optimization Principles for the Neural Code" | [Home Page] | [PDF]

• Suguna Pappu, Steven Gold, Anand Rangarajan. "A Framework for Non-rigid Matching and Correspondence" | [Home Page] | [PDF]

• Salah Hihi, Yoshua Bengio. "Hierarchical Recurrent Neural Networks for Long-Term Dependencies" | [Home Page] | [PDF]

• Stefan Kremer. "Finite State Automata that Recurrent Cascade-Correlation Cannot Represent" | [Home Page] | [PDF]

• Andrew Moore, Jeff Schneider. "Memory-based Stochastic Optimization" | [Home Page] | [PDF]

• Bernard Lemarié, Michel Gilloux, Manuel Leroux. "Handwritten Word Recognition using Contextual Hybrid Radial Basis Function Network/Hidden Markov Models" | [Home Page] | [PDF]

• Pierre Baldi, Kurt Hornik. "Universal Approximation and Learning of Trajectories Using Oscillators" | [Home Page] | [PDF]

• Wyeth Bair, Ehud Zohary, Christof Koch. "Correlated Neuronal Response: Time Scales and Mechanisms" | [Home Page] | [PDF]

• David Helmbold, Jyrki Kivinen, Manfred K. K. Warmuth. "Worst-case Loss Bounds for Single Neurons" | [Home Page] | [PDF]

• Asriel Levin. "Stock Selection via Nonlinear Multi-Factor Models" | [Home Page] | [PDF]

• Amir Handzel, Tamar Flash. "The Geometry of Eye Rotations and Listing's Law" | [Home Page] | [PDF]

• Charles Stevens, Anthony Zador. "When is an Integrate-and-fire Neuron like a Poisson Neuron?" | [Home Page] | [PDF]

• Adam Kowalczyk, Jacek Szymanski, Peter Bartlett, Robert C. Williamson. "Examples of learning curves from a modified VC-formalism" | [Home Page] | [PDF]

• Geoffrey Towell. "Using Unlabeled Data for Supervised Learning" | [Home Page] | [PDF]

• Yishay Mansour, Sigal Sahar. "Implementation Issues in the Fourier Transform Algorithm" | [Home Page] | [PDF]

• Michael Kearns. "A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split" | [Home Page] | [PDF]

• Marian Bartlett, Paul Viola, Terrence J. Sejnowski, Beatrice Golomb, Jan Larsen, Joseph Hager, Paul Ekman. "Classifying Facial Action" | [Home Page] | [PDF]

• Mario Marchand, Saeed Hadjifaradji. "Strong Unimodality and Exact Learning of Constant Depth µ-Perceptron Networks" | [Home Page] | [PDF]

• James Howse, Chaouki Abdallah, Gregory Heileman. "Gradient and Hamiltonian Dynamics Applied to Learning in Neural Networks" | [Home Page] | [PDF]

• Shun-ichi Amari, Andrzej Cichocki, Howard Yang. "A New Learning Algorithm for Blind Signal Separation" | [Home Page] | [PDF]

• Ansgar West, David Saad. "Adaptive Back-Propagation in On-Line Learning of Multilayer Networks" | [Home Page] | [PDF]

• Tadashi Shibata, Tsutomu Nakai, Tatsuo Morimoto, Ryu Kaihara, Takeo Yamashita, Tadahiro Ohmi. "Neuron-MOS Temporal Winner Search Hardware for Fully-Parallel Data Processing" | [Home Page] | [PDF]

• Gale Martin. "Human Reading and the Curse of Dimensionality" | [Home Page] | [PDF]

• William Softky. "Unsupervised Pixel-prediction" | [Home Page] | [PDF]

• Ernst Niebur, Christof Koch. "Control of Selective Visual Attention: Modeling the "Where" Pathway" | [Home Page] | [PDF]

• Anke Meyer-Bäse. "Quadratic-Type Lyapunov Functions for Competitive Neural Networks with Different Time-Scales" | [Home Page] | [PDF]

• Tsungnan Lin, Bill Horne, Peter Tiño, C. Giles. "Learning long-term dependencies is not as difficult with NARX networks" | [Home Page] | [PDF]

• Joshua Tenenbaum. "Learning the Structure of Similarity" | [Home Page] | [PDF]

• Jörg Walter, Helge Ritter. "Investment Learning with Hierarchical PSOMs" | [Home Page] | [PDF]

• Christopher Fry. "How Perception Guides Production in Birdsong Learning" | [Home Page] | [PDF]

• Geoffrey J. Gordon. "Stable Fitted Reinforcement Learning" | [Home Page] | [PDF]

• Charles Stevens, Anthony Zador. "Information through a Spiking Neuron" | [Home Page] | [PDF]

• Trevor Hastie, Robert Tibshirani. "Discriminant Adaptive Nearest Neighbor Classification and Regression" | [Home Page] | [PDF]

• Andrew Barto, James Houk. "A Predictive Switching Model of Cerebellar Movement Control" | [Home Page] | [PDF]

• Yoshua Bengio, Francois Gingras. "Recurrent Neural Networks for Missing or Asynchronous Data" | [Home Page] | [PDF]