nips1997.md

NeurIPS1997

• Bernhard Schölkopf, Patrice Simard, Alex Smola, Vladimir Vapnik. "Prior Knowledge in Support Vector Kernels" | [Home Page] | [PDF]

• Brendan J. Frey, David MacKay. "A Revolution: Belief Propagation in Graphs with Cycles" | [Home Page] | [PDF]

• Wolfgang Maass, Anthony Zador. "Dynamic Stochastic Synapses as Computational Units" | [Home Page] | [PDF]

• Antonio Turiel, Germán Mato, Néstor Parga, Jean-Pierre Nadal. "Self-similarity Properties of Natural Images" | [Home Page] | [PDF]

• Vasken Bohossian, Jehoshua Bruck. "Multiple Threshold Neural Logic" | [Home Page] | [PDF]

• Ralph Etienne-Cummings, Donghui Cai. "A General Purpose Image Processing Chip: Orientation Detection" | [Home Page] | [PDF]

• Steve Chien, Andre Stechert, Darren Mutz. "On Efficient Heuristic Ranking of Hypotheses" | [Home Page] | [PDF]

• H. Sebastian Seung. "Learning Continuous Attractors in Recurrent Networks" | [Home Page] | [PDF]

• Hilbert Kappen, Francisco de Borja Rodríguez Ortiz. "Boltzmann Machine Learning Using Mean Field Theory and Linear Response Correction" | [Home Page] | [PDF]

• Zehra Cataltepe, Malik Magdon-Ismail. "Incorporating Test Inputs into Learning" | [Home Page] | [PDF]

• Alan Marrs. "An Application of Reversible-Jump MCMC to Multivariate Spherical Gaussian Mixtures" | [Home Page] | [PDF]

• Yuzo Hirai. "A 1, 000-Neuron System with One Million 7-bit Physical Interconnections" | [Home Page] | [PDF]

• Rémi Munos, Paul Bourgine. "Reinforcement Learning for Continuous Stochastic Control Problems" | [Home Page] | [PDF]

• Jake Ryan, Meng-Jang Lin, Risto Miikkulainen. "Intrusion Detection with Neural Networks" | [Home Page] | [PDF]

• Xubo Song, Yaser Abu-Mostafa, Joseph Sill, Harvey Kasdan. "Incorporating Contextual Information in White Blood Cell Identification" | [Home Page] | [PDF]

• Don Hush, Fernando Lozano, Bill Horne. "Function Approximation with the Sweeping Hinge Algorithm" | [Home Page] | [PDF]

• Rajesh Rao. "Correlates of Attention in a Model of Dynamic Visual Recognition" | [Home Page] | [PDF]

• Joshua Tenenbaum. "Mapping a Manifold of Perceptual Observations" | [Home Page] | [PDF]

• Nicholas Socci, Daniel Lee, H. Sebastian Seung. "The Rectified Gaussian Distribution" | [Home Page] | [PDF]

• Mark Ring. "RCC Cannot Compute Certain FSA, Even with Arbitrary Transfer Functions" | [Home Page] | [PDF]

• Jong-Hoon Oh, H. Sebastian Seung. "Learning Generative Models with the Up Propagation Algorithm" | [Home Page] | [PDF]

• Jeanne Milostan, Garrison Cottrell. "Serial Order in Reading Aloud: Connectionist Models and Neighborhood Structure" | [Home Page] | [PDF]

• John Houde, Michael Jordan. "Adaptation in Speech Motor Control" | [Home Page] | [PDF]

• Joel Ratsaby. "An Incremental Nearest Neighbor Algorithm with Queries" | [Home Page] | [PDF]

• Volodya Vovk. "Competitive On-line Linear Regression" | [Home Page] | [PDF]

• Reimar Hofmann, Volker Tresp. "Nonlinear Markov Networks for Continuous Variables" | [Home Page] | [PDF]

• Peter Sollich, David Barber. "On-line Learning from Finite Training Sets in Nonlinear Networks" | [Home Page] | [PDF]

• Jeffrey Monaco, David Ward, Andrew Barto. "Automated Aircraft Recovery via Reinforcement Learning: Initial Experiments" | [Home Page] | [PDF]

• Stephan Pareigis. "Adaptive Choice of Grid and Time in Reinforcement Learning" | [Home Page] | [PDF]

• Richard Wilson, Edwin Hancock. "Graph Matching with Hierarchical Discrete Relaxation" | [Home Page] | [PDF]

• H. Sebastian Seung, Tom Richardson, J. Lagarias, John J. Hopfield. "Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks" | [Home Page] | [PDF]

• Daniel Willett, Gerhard Rigoll. "Hybrid NN/HMM-Based Speech Recognition with a Discriminant Neural Feature Extraction" | [Home Page] | [PDF]

• Zili Liu, Daniel Kersten. "2D Observers for Human 3D Object Recognition?" | [Home Page] | [PDF]

• Daniel D. Lee, H. Seung. "A Neural Network Based Head Tracking System" | [Home Page] | [PDF]

• Mark Kvale, Christoph Schreiner. "Perturbative M-Sequences for Auditory Systems Identification" | [Home Page] | [PDF]

• Randall Spangler, Rodney Goodman, Jim Hawkins. "Bach in a Box - Real-Time Harmony" | [Home Page] | [PDF]

• Herman Verrelst, Yves Moreau, Joos Vandewalle, Dirk Timmerman. "Use of a Multi-Layer Perceptron to Predict Malignancy in Ovarian Tumors" | [Home Page] | [PDF]

• Michael Lewicki, Terrence J. Sejnowski. "Learning Nonlinear Overcomplete Representations for Efficient Coding" | [Home Page] | [PDF]

• Brian Blais, Nathan Intrator, Harel Shouval, Leon Cooper. "Receptive Field Formation in Natural Scene Environments: Comparison of Single Cell Learning Rules" | [Home Page] | [PDF]

• Peter Marbach, Oliver Mihatsch, Miriam Schulte, John Tsitsiklis. "Reinforcement Learning for Call Admission Control and Routing in Integrated Service Networks" | [Home Page] | [PDF]

• Gareth James, Trevor Hastie. "The Error Coding and Substitution PaCTs" | [Home Page] | [PDF]

• William Vinje, Jack Gallant. "Modeling Complex Cells in an Awake Macaque during Natural Image Viewing" | [Home Page] | [PDF]

• Mostefa Golea, Peter Bartlett, Wee Sun Lee, Llew Mason. "Generalization in Decision Trees and DNF: Does Size Matter?" | [Home Page] | [PDF]

• Stefan Schaal, Sethu Vijayakumar, Christopher Atkeson. "Local Dimensionality Reduction" | [Home Page] | [PDF]

• Geoffrey Goodhill. "A Mathematical Model of Axon Guidance by Diffusible Factors" | [Home Page] | [PDF]

• Petri Koistinen. "Asymptotic Theory for Regularization: One-Dimensional Linear Case" | [Home Page] | [PDF]

• Ernst Dow, Thomas Anastasio. "Instabilities in Eye Movement Control: A Model of Periodic Alternating Nystagmus" | [Home Page] | [PDF]

• Sophie Denève, Alexandre Pouget. "Neural Basis of Object-Centered Representations" | [Home Page] | [PDF]

• Peter Williams. "Modelling Seasonality and Trends in Daily Rainfall Data" | [Home Page] | [PDF]

• Yuansheng Xiong, Chulan Kwon, Jong-Hoon Oh. "The Storage Capacity of a Fully-Connected Committee Machine" | [Home Page] | [PDF]

• Ron Meir. "Structural Risk Minimization for Nonparametric Time Series Prediction" | [Home Page] | [PDF]

• Tom Heskes. "Selecting Weighting Factors in Logarithmic Opinion Pools" | [Home Page] | [PDF]

• Ronald Parr, Stuart Russell. "Reinforcement Learning with Hierarchies of Machines" | [Home Page] | [PDF]

• Howard Yang. "Multiplicative Updating Rule for Blind Separation Derived from the Method of Scoring" | [Home Page] | [PDF]

• Maneesh Sahani, John Pezaris, Richard Andersen. "On the Separation of Signals from Neighboring Cells in Tetrode Recordings" | [Home Page] | [PDF]

• Matthew Dailey, Garrison Cottrell. "Task and Spatial Frequency Effects on Face Specialization" | [Home Page] | [PDF]

• Tzyy-Ping Jung, Colin Humphries, Te-Won Lee, Scott Makeig, Martin McKeown, Vicente Iragui, Terrence J. Sejnowski. "Extended ICA Removes Artifacts from Electroencephalographic Recordings" | [Home Page] | [PDF]

• David Barber, Bernhard Schottky. "Radial Basis Functions: A Bayesian Treatment" | [Home Page] | [PDF]

• Kari Torkkola. "Blind Separation of Radio Signals in Fading Channels" | [Home Page] | [PDF]

• John J. Hopfield, Carlos Brody, Sam Roweis. "Computing with Action Potentials" | [Home Page] | [PDF]

• Aapo Hyvärinen. "New Approximations of Differential Entropy for Independent Component Analysis and Projection Pursuit" | [Home Page] | [PDF]

• Ricardo Vigário, Veikko Jousmäki, Matti Hämäläinen, Riitta Hari, Erkki Oja. "Independent Component Analysis for Identification of Artifacts in Magnetoencephalographic Recordings" | [Home Page] | [PDF]

• Trevor Hastie, Robert Tibshirani. "Classification by Pairwise Coupling" | [Home Page] | [PDF]

• Satoshi Yamada, Akira Watanabe, Michio Nakashima. "Hybrid Reinforcement Learning and Its Application to Biped Robot Control" | [Home Page] | [PDF]

• Amit Manwani, Christof Koch. "Synaptic Transmission: An Information-Theoretic Perspective" | [Home Page] | [PDF]

• Maximilian Riesenhuber, Tomaso Poggio. "Just One View: Invariances in Inferotemporal Cell Tuning" | [Home Page] | [PDF]

• Ran El-Yaniv, Shai Fine, Naftali Tishby. "Agnostic Classification of Markovian Sequences" | [Home Page] | [PDF]

• M. Lewis. "Visual Navigation in a Robot Using Zig-Zag Behavior" | [Home Page] | [PDF]

• David Andre, Nir Friedman, Ronald Parr. "Generalized Prioritized Sweeping" | [Home Page] | [PDF]

• Nuno Vasconcelos, Andrew Lippman. "Multiresolution Tangent Distance for Affine-invariant Classification" | [Home Page] | [PDF]

• Erik Lumer. "Effects of Spike Timing Underlying Binocular Integration and Rivalry in a Neural Model of Early Visual Cortex" | [Home Page] | [PDF]

• Alexander Grunewald, Heiko Neumann. "Detection of First and Second Order Motion" | [Home Page] | [PDF]

• Oded Maron, Tomás Lozano-Pérez. "A Framework for Multiple-Instance Learning" | [Home Page] | [PDF]

• Joseph Sill. "Monotonic Networks" | [Home Page] | [PDF]

• Jyrki Kivinen, Manfred K. K. Warmuth. "Relative Loss Bounds for Multidimensional Regression Problems" | [Home Page] | [PDF]

• Geoffrey Goodhill. "Gradients for Retinotectal Mapping" | [Home Page] | [PDF]

• Nir Levy, David Horn, Eytan Ruppin. "Multi-modular Associative Memory" | [Home Page] | [PDF]

• Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik. "Analysis of Drifting Dynamics with Neural Network Hidden Markov Models" | [Home Page] | [PDF]

• Hans-Georg Zimmermann, Ralph Neuneier. "The Observer-Observation Dilemma in Neuro-Forecasting" | [Home Page] | [PDF]

• Laurent Itti, Jochen Braun, Dale Lee, Christof Koch. "A Model of Early Visual Processing" | [Home Page] | [PDF]

• Rolf Henkel. "A Simple and Fast Neural Network Approach to Stereovision" | [Home Page] | [PDF]

• John Shawe-Taylor, Nello Cristianini. "Data-Dependent Structural Risk Minimization for Perceptron Decision Trees" | [Home Page] | [PDF]

• Shumeet Baluja. "Using Expectation to Guide Processing: A Study of Three Real-World Applications" | [Home Page] | [PDF]

• Davi Geiger, Archisman Rudra, Laurance Maloney. "Features as Sufficient Statistics" | [Home Page] | [PDF]

• Juan Lin. "Factorizing Multivariate Function Classes" | [Home Page] | [PDF]

• Matthias Burger, Thore Graepel, Klaus Obermayer. "An Annealed Self-Organizing Map for Source Channel Coding" | [Home Page] | [PDF]

• Satinder Singh, David Cohn. "How to Dynamically Merge Markov Decision Processes" | [Home Page] | [PDF]

• Michael Berry, Markus Meister. "Refractoriness and Neural Precision" | [Home Page] | [PDF]

• Thomas Hofmann, Joachim Buhmann. "Active Data Clustering" | [Home Page] | [PDF]

• Hagai Attias, Christoph Schreiner. "Coding of Naturalistic Stimuli by Auditory Midbrain Neurons" | [Home Page] | [PDF]

• Ralph Neuneier. "Enhancing Q-Learning for Optimal Asset Allocation" | [Home Page] | [PDF]

• Christopher Atkeson. "Nonparametric Model-Based Reinforcement Learning" | [Home Page] | [PDF]

• Eyal Cohen, Eytan Ruppin. "On Parallel versus Serial Processing: A Computational Study of Visual Search" | [Home Page] | [PDF]

• Michael C. Mozer, Mark Sitton, Martha Farah. "A Superadditive-Impairment Theory of Optic Aphasia" | [Home Page] | [PDF]

• Kimmo Kiviluoto, Erkki Oja. "S-Map: A Network with a Simple Self-Organization Algorithm for Generative Topographic Mappings" | [Home Page] | [PDF]

• William Freeman, Paul Viola. "Bayesian Model of Surface Perception" | [Home Page] | [PDF]

• Holger Schwenk, Yoshua Bengio. "Training Methods for Adaptive Boosting of Neural Networks" | [Home Page] | [PDF]

• Reid Harrison, Christof Koch. "An Analog VLSI Model of the Fly Elementary Motion Detector" | [Home Page] | [PDF]

• Peter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer. "Experiences with Bayesian Learning in a Real World Application" | [Home Page] | [PDF]

• Avner Priel, Ido Kanter, David Kessler. "Analytical Study of the Interplay between Architecture and Predictability" | [Home Page] | [PDF]

• Randall O'Reilly, Kenneth Norman, James McClelland. "A Hippocampal Model of Recognition Memory" | [Home Page] | [PDF]

• Sheng Ma, Chuanyi Ji. "Wavelet Models for Video Time-Series" | [Home Page] | [PDF]

• Doina Precup, Richard S. Sutton. "Multi-time Models for Temporally Abstract Planning" | [Home Page] | [PDF]

• Adam Grove, Dan Roth. "Linear Concepts and Hidden Variables: An Empirical Study" | [Home Page] | [PDF]

• Markus Schenkel, Cyril Latimer, Marwan Jabri. "Comparison of Human and Machine Word Recognition" | [Home Page] | [PDF]

• R. DeCharms, Michael Merzenich. "Characterizing Neurons in the Primary Auditory Cortex of the Awake Primate Using Reverse Correlation" | [Home Page] | [PDF]

• Yair Weiss. "Phase Transitions and the Perceptual Organization of Video Sequences" | [Home Page] | [PDF]

• Paul Goldberg, Christopher Williams, Christopher Bishop. "Regression with Input-dependent Noise: A Gaussian Process Treatment" | [Home Page] | [PDF]

• Daniel Lange, Hava Siegelmann, Hillel Pratt, Gideon Inbar. "A Generic Approach for Identification of Event Related Brain Potentials via a Competitive Neural Network Structure" | [Home Page] | [PDF]

• Van H. Vu. "On the Infeasibility of Training Neural Networks with Small Squared Errors" | [Home Page] | [PDF]

• Jeremy De Bonet, Paul Viola. "Structure Driven Image Database Retrieval" | [Home Page] | [PDF]

• Javier Movellan, Paul Mineiro. "Bayesian Robustification for Audio Visual Fusion" | [Home Page] | [PDF]

• Lucy Hadden. "A Neural Network Model of Naive Preference and Filial Imprinting in the Domestic Chick" | [Home Page] | [PDF]

• Yoshua Bengio, Samy Bengio, Jean-Franc Isabelle, Yoram Singer. "Shared Context Probabilistic Transducers" | [Home Page] | [PDF]

• J. Moss, Paul Utgoff, John Cavazos, Doina Precup, Darko Stefanovic, Carla Brodley, David Scheeff. "Learning to Schedule Straight-Line Code" | [Home Page] | [PDF]

• Christopher Bishop, Neil Lawrence, Tommi Jaakkola, Michael Jordan. "Approximating Posterior Distributions in Belief Networks Using Mixtures" | [Home Page] | [PDF]

• Jonathan Baxter, Peter Bartlett. "The Canonical Distortion Measure in Feature Space and 1-NN Classification" | [Home Page] | [PDF]

• Jeremy De Bonet, Paul Viola. "A Non-Parametric Multi-Scale Statistical Model for Natural Images" | [Home Page] | [PDF]

• Volker Tresp, Thomas Briegel. "A Solution for Missing Data in Recurrent Neural Networks with an Application to Blood Glucose Prediction" | [Home Page] | [PDF]

• João de Freitas, Mahesan Niranjan, Andrew Gee. "Regularisation in Sequential Learning Algorithms" | [Home Page] | [PDF]

• Eric Hansen. "An Improved Policy Iteration Algorithm for Partially Observable MDPs" | [Home Page] | [PDF]

• Csaba Szepesvári. "The Asymptotic Convergence-Rate of Q-learning" | [Home Page] | [PDF]

• Thomas Landauer, Darrell Laham, Peter Foltz. "Learning Human-like Knowledge by Singular Value Decomposition: A Progress Report" | [Home Page] | [PDF]

• Bartlett Mel, Daniel Ruderman, Kevin Archie. "Toward a Single-Cell Account for Binocular Disparity Tuning: An Energy Model May Be Hiding in Your Dendrites" | [Home Page] | [PDF]

• Paul Rodriguez, Janet Wiles. "Recurrent Neural Networks Can Learn to Implement Symbol-Sensitive Counting" | [Home Page] | [PDF]

• Lawrence Saul, Mazin Rahim. "Modeling Acoustic Correlations by Factor Analysis" | [Home Page] | [PDF]

• Dominik Hörnel. "MELONET I: Neural Nets for Inventing Baroque-Style Chorale Variations" | [Home Page] | [PDF]

• David Foster, Richard Morris, Peter Dayan. "Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning" | [Home Page] | [PDF]

• Sam Roweis. "EM Algorithms for PCA and SPCA" | [Home Page] | [PDF]

• Zoubin Ghahramani, Geoffrey E. Hinton. "Hierarchical Non-linear Factor Analysis and Topographic Maps" | [Home Page] | [PDF]

• Paul Mineiro, Javier Movellan, Ruth Williams. "Learning Path Distributions Using Nonequilibrium Diffusion Networks" | [Home Page] | [PDF]

• Marcus Held, Joachim Buhmann. "Unsupervised On-line Learning of Decision Trees for Hierarchical Data Analysis" | [Home Page] | [PDF]

• Andrew Cross, Edwin Hancock. "Recovering Perspective Pose with a Dual Step EM Algorithm" | [Home Page] | [PDF]

• William W. Cohen, Robert E. Schapire, Yoram Singer. "Learning to Order Things" | [Home Page] | [PDF]

• Girish Patel, Jeremy Holleman, Stephen DeWeerth. "Analog VLSI Model of Intersegmental Coordination with Nearest-Neighbor Coupling" | [Home Page] | [PDF]

• Magnus Rattray, David Saad. "Globally Optimal On-line Learning Rules" | [Home Page] | [PDF]

• David Barber, Christopher Bishop. "Ensemble Learning for Multi-Layer Networks" | [Home Page] | [PDF]

• Marina Meila, Michael Jordan. "Estimating Dependency Structure as a Hidden Variable" | [Home Page] | [PDF]

• Raphaël Feraud, Olivier Bernier. "Ensemble and Modular Approaches for Face Detection: A Comparison" | [Home Page] | [PDF]

• Padhraic Smyth, David Wolpert. "Stacked Density Estimation" | [Home Page] | [PDF]

• Bertram Shi, Kwok Hui. "An Analog VLSI Neural Network for Phase-based Machine Vision" | [Home Page] | [PDF]

• Christopher Merz. "Combining Classifiers Using Correspondence Analysis" | [Home Page] | [PDF]

• Bill Baird. "Synchronized Auditory and Cognitive 40 Hz Attentional Streams, and the Impact of Rhythmic Expectation on Auditory Scene Analysis" | [Home Page] | [PDF]

• Alex Smola, Bernhard Schölkopf. "From Regularization Operators to Support Vector Kernels" | [Home Page] | [PDF]

• Todd Leen, Bernhard Schottky, David Saad. "Two Approaches to Optimal Annealing" | [Home Page] | [PDF]

• Friedrich Sommer, Günther Palm. "Bidirectional Retrieval from Associative Memory" | [Home Page] | [PDF]

• Virginia de, R. DeCharms, Michael Merzenich. "Using Helmholtz Machines to Analyze Multi-channel Neuronal Recordings" | [Home Page] | [PDF]

• Shih-Chii Liu. "Silicon Retina with Adaptive Filtering Properties" | [Home Page] | [PDF]

• Peter Dayan, Theresa Long. "Statistical Models of Conditioning" | [Home Page] | [PDF]

• Howard Yang, Shun-ichi Amari. "The Efficiency and the Robustness of Natural Gradient Descent Learning Rule" | [Home Page] | [PDF]