nips1994.md

NeurIPS1994

• Sepp Hochreiter, Jürgen Schmidhuber. "SIMPLIFYING NEURAL NETS BY DISCOVERING FLAT MINIMA" | [Home Page] | [PDF]

• William Skaggs, James Knierim, Hemant Kudrimoti, Bruce McNaughton. "A Model of the Neural Basis of the Rat's Sense of Direction" | [Home Page] | [PDF]

• Magnus Stensmo, Terrence J. Sejnowski. "A Mixture Model System for Medical and Machine Diagnosis" | [Home Page] | [PDF]

• Steven Gold, Anand Rangarajan, Eric Mjolsness. "Learning with Preknowledge: Clustering with Point and Graph Matching Distance Measures" | [Home Page] | [PDF]

• David Nix, Andreas Weigend. "Learning Local Error Bars for Nonlinear Regression" | [Home Page] | [PDF]

• Steven Bradtke, Michael Duff. "Reinforcement Learning Methods for Continuous-Time Markov Decision Problems" | [Home Page] | [PDF]

• Cesare Furlanello, Diego Giuliani, Edmondo Trentin. "Connectionist Speaker Normalization with Generalized Resource Allocating Networks" | [Home Page] | [PDF]

• Kenji Doya, Terrence J. Sejnowski. "A Novel Reinforcement Model of Birdsong Vocalization Learning" | [Home Page] | [PDF]

• Ronny Meir. "Bias, Variance and the Combination of Least Squares Estimators" | [Home Page] | [PDF]

• Ying Zhao, Richard Schwartz, Jason Sroka, John Makhoul. "Hierarchical Mixtures of Experts Methodology Applied to Continuous Speech Recognition" | [Home Page] | [PDF]

• Andrew Back, Ah Tsoi. "A Comparison of Discrete-Time Operator Models for Nonlinear System Identification" | [Home Page] | [PDF]

• Rich Caruana. "Learning Many Related Tasks at the Same Time with Backpropagation" | [Home Page] | [PDF]

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

• Richard P. Lippmann, Linda Kukolich, David Shahian. "Predicting the Risk of Complications in Coronary Artery Bypass Operations using Neural Networks" | [Home Page] | [PDF]

• Alexandre Pouget, Terrence J. Sejnowski. "Spatial Representations in the Parietal Cortex May Use Basis Functions" | [Home Page] | [PDF]

• Tommi Jaakkola, Satinder Singh, Michael Jordan. "Reinforcement Learning Algorithm for Partially Observable Markov Decision Problems" | [Home Page] | [PDF]

• Yaser Abu-Mostafa. "FINANCIAL APPLICATIONS OF LEARNING FROM HINTS" | [Home Page] | [PDF]

• Timothy Horiuchi. "An Auditory Localization and Coordinate Transform Chip" | [Home Page] | [PDF]

• Corinna Cortes, L. D. Jackel, Wan-Ping Chiang. "Limits on Learning Machine Accuracy Imposed by Data Quality" | [Home Page] | [PDF]

• Reza Shadmehr, Tom Brashers-Krug, Ferdinando Mussa-Ivaldi. "Interference in Learning Internal Models of Inverse Dynamics in Humans" | [Home Page] | [PDF]

• Terence Sanger. "Optimal Movement Primitives" | [Home Page] | [PDF]

• Shumeet Baluja, Dean A. Pomerleau. "Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results" | [Home Page] | [PDF]

• Zoubin Ghahramani. "Factorial Learning and the EM Algorithm" | [Home Page] | [PDF]

• David Price, Stefan Knerr, Léon Personnaz, Gérard Dreyfus. "Pairwise Neural Network Classifiers with Probabilistic Outputs" | [Home Page] | [PDF]

• Chris M. Bishop, Paul S. Haynes, Mike E U Smith, Tom N. Todd, David L. Trotman, Colin G. Windsor. "Real-Time Control of a Tokamak Plasma Using Neural Networks" | [Home Page] | [PDF]

• Robert Crites, Andrew Barto. "An Actor/Critic Algorithm that is Equivalent to Q-Learning" | [Home Page] | [PDF]

• Jay Alexander, Michael C. Mozer. "Template-Based Algorithms for Connectionist Rule Extraction" | [Home Page] | [PDF]

• Satinder Singh, Tommi Jaakkola, Michael Jordan. "Reinforcement Learning with Soft State Aggregation" | [Home Page] | [PDF]

• Dean Pomerleau. "A Connectionist Technique for Accelerated Textual Input: Letting a Network Do the Typing" | [Home Page] | [PDF]

• Mance E. Harmon, Leemon Baird, A. Harry Klopf. "Advantage Updating Applied to a Differential Game" | [Home Page] | [PDF]

• Malcolm Slaney. "Pattern Playback in the 90s" | [Home Page] | [PDF]

• Fernando Pineda, Andreas Andreou. "An Analog Neural Network Inspired by Fractal Block Coding" | [Home Page] | [PDF]

• Fu-Sheng Tsung, Garrison Cottrell. "Phase-Space Learning" | [Home Page] | [PDF]

• Bill Horne, C. Giles. "An experimental comparison of recurrent neural networks" | [Home Page] | [PDF]

• Padhraic Smyth, Usama Fayyad, Michael Burl, Pietro Perona, Pierre Baldi. "Inferring Ground Truth from Subjective Labelling of Venus Images" | [Home Page] | [PDF]

• Trevor Hastie, Patrice Simard. "Learning Prototype Models for Tangent Distance" | [Home Page] | [PDF]

• Yoshua Bengio, Paolo Frasconi. "Diffusion of Credit in Markovian Models" | [Home Page] | [PDF]

• Michael Perrone, Leon Cooper. "The Ni1000: High Speed Parallel VLSI for Implementing Multilayer Perceptrons" | [Home Page] | [PDF]

• Sean D. Murphy, Edward W. Kairiss. "Model of a Biological Neuron as a Temporal Neural Network" | [Home Page] | [PDF]

• Steve Waterhouse, Anthony Robinson. "Non-linear Prediction of Acoustic Vectors Using Hierarchical Mixtures of Experts" | [Home Page] | [PDF]

• Suzanna Becker. "JPMAX: Learning to Recognize Moving Objects as a Model-fitting Problem" | [Home Page] | [PDF]

• Nicholas T. Carnevale, Kenneth Y. Tsai, Brenda Claiborne, Thomas Brown. "The Electrotonic Transformation: a Tool for Relating Neuronal Form to Function" | [Home Page] | [PDF]

• Jose C. Principe, Jyh-Ming Kuo. "Dynamic Modelling of Chaotic Time Series with Neural Networks" | [Home Page] | [PDF]

• Lawrence Saul, Michael Jordan. "Boltzmann Chains and Hidden Markov Models" | [Home Page] | [PDF]

• Laurens Leerink, C. Giles, Bill Horne, Marwan Jabri. "Learning with Product Units" | [Home Page] | [PDF]

• Volker Tresp, Ralph Neuneier, Subutai Ahmad. "Efficient Methods for Dealing with Missing Data in Supervised Learning" | [Home Page] | [PDF]

• Jürgen Schmidhuber, Stefan Heil. "Predictive Coding with Neural Nets: Application to Text Compression" | [Home Page] | [PDF]

• Zoubin Ghahramani, Daniel M. Wolpert, Michael Jordan. "Computational Structure of coordinate transformations: A generalization study" | [Home Page] | [PDF]

• Geoffrey E. Hinton, Michael Revow, Peter Dayan. "Recognizing Handwritten Digits Using Mixtures of Linear Models" | [Home Page] | [PDF]

• E. Erwin, K. Obermayer, K. Schulten. "A Critical Comparison of Models for Orientation and Ocular Dominance Columns in the Striate Cortex" | [Home Page] | [PDF]

• Nanda Kambhatla, Todd Leen. "Classifying with Gaussian Mixtures and Clusters" | [Home Page] | [PDF]

• Kalanit Spector, Shimon Edelman, Rafael Malach. "Anatomical origin and computational role of diversity in the response properties of cortical neurons" | [Home Page] | [PDF]

• Deliang Wang, David Terman. "Synchrony and Desynchrony in Neural Oscillator Networks" | [Home Page] | [PDF]

• Todd Braver, Jonathan D. Cohen, David Servan-Schreiber. "A Computational Model of Prefrontal Cortex Function" | [Home Page] | [PDF]

• Volker Tresp, Michiaki Taniguchi. "Combining Estimators Using Non-Constant Weighting Functions" | [Home Page] | [PDF]

• Toru Ohira, Jack Cowan. "Stochastic Dynamics of Three-State Neural Networks" | [Home Page] | [PDF]

• Donald Mathis, Michael C. Mozer. "On the Computational Utility of Consciousness" | [Home Page] | [PDF]

• Joseph Sirosh, Risto Miikkulainen. "Ocular Dominance and Patterned Lateral Connections in a Self-Organizing Model of the Primary Visual Cortex" | [Home Page] | [PDF]

• Kam Jim, Bill Horne, C. Giles. "Effects of Noise on Convergence and Generalization in Recurrent Networks" | [Home Page] | [PDF]

• Ke Liu, Robert Tokar, Brain McVey. "An Integrated Architecture of Adaptive Neural Network Control for Dynamic Systems" | [Home Page] | [PDF]

• Il Han, Ki-Chul Kim, Hwang-Soo Lee. "Implementation of Neural Hardware with the Neural VLSI of URAN in Applications with Reduced Representations" | [Home Page] | [PDF]

• Chris M. Bishop, Claire Legleye. "Estimating Conditional Probability Densities for Periodic Variables" | [Home Page] | [PDF]

• Thomas Shultz, Yuriko Oshima-Takane, Yoshio Takane. "Analysis of Unstandardized Contributions in Cross Connected Networks" | [Home Page] | [PDF]

• J. Feng, H. Pan, V. P. Roychowdhury. "A Rigorous Analysis of Linsker-type Hebbian Learning" | [Home Page] | [PDF]

• Dawei Dong. "Associative Decorrelation Dynamics: A Theory of Self-Organization and Optimization in Feedback Networks" | [Home Page] | [PDF]

• Javier Movellan. "Visual Speech Recognition with Stochastic Networks" | [Home Page] | [PDF]

• Sebastian Thrun, Anton Schwartz. "Finding Structure in Reinforcement Learning" | [Home Page] | [PDF]

• David Cohn, Zoubin Ghahramani, Michael Jordan. "Active Learning with Statistical Models" | [Home Page] | [PDF]

• Todd Leen. "From Data Distributions to Regularization in Invariant Learning" | [Home Page] | [PDF]

• Yoshua Bengio, Paolo Frasconi. "An Input Output HMM Architecture" | [Home Page] | [PDF]

• Richard Zemel, Terrence J. Sejnowski. "Grouping Components of Three-Dimensional Moving Objects in Area MST of Visual Cortex" | [Home Page] | [PDF]

• Gustavo Deco, Wilfried Brauer. "Higher Order Statistical Decorrelation without Information Loss" | [Home Page] | [PDF]

• Michael Turmon, Terrence L. Fine. "Sample Size Requirements for Feedforward Neural Networks" | [Home Page] | [PDF]

• Adam Kowalczyk, Herman Ferrá. "Generalisation in Feedforward Networks" | [Home Page] | [PDF]

• Stefan Manke, Michael Finke, Alex Waibel. "The Use of Dynamic Writing Information in a Connectionist On-Line Cursive Handwriting Recognition System" | [Home Page] | [PDF]

• Peter T. Kazlas, Andreas Weigend. "Direct Multi-Step Time Series Prediction Using TD(λ)" | [Home Page] | [PDF]

• Bruce Graham, David Willshaw. "Capacity and Information Efficiency of a Brain-like Associative Net" | [Home Page] | [PDF]

• Daniel L. James, Risto Miikkulainen. "SARDNET: A Self-Organizing Feature Map for Sequences" | [Home Page] | [PDF]

• Naonori Ueda, Ryohei Nakano. "Deterministic Annealing Variant of the EM Algorithm" | [Home Page] | [PDF]

• Anthony Bell, Terrence J. Sejnowski. "A Non-linear Information Maximisation Algorithm that Performs Blind Separation" | [Home Page] | [PDF]

• A. Holmes, Alan Murray, Stephen Churcher, J. Hajto, M. Rose. "Pulsestream Synapses with Non-Volatile Analogue Amorphous-Silicon Memories" | [Home Page] | [PDF]

• Jörg Bruske, Gerald Sommer. "Dynamic Cell Structures" | [Home Page] | [PDF]

• Paul Hasler, Chris Diorio, Bradley Minch, Carver Mead. "Single Transistor Learning Synapses" | [Home Page] | [PDF]

• Harry B. Burke, David B. Rosen, Philip H. Goodman. "Comparing the prediction accuracy of artificial neural networks and other statistical models for breast cancer survival" | [Home Page] | [PDF]

• V. Sundareswaran, Lucia Vaina. "Learning direction in global motion: two classes of psychophysically-motivated models" | [Home Page] | [PDF]

• N. Barkai, H. Seung, H. Sompolinsky. "On-line Learning of Dichotomies" | [Home Page] | [PDF]

• Sayandev Mukherjee, Terrence L. Fine. "Asymptotics of Gradient-based Neural Network Training Algorithms" | [Home Page] | [PDF]

• Léon Bottou, Yoshua Bengio. "Convergence Properties of the K-Means Algorithms" | [Home Page] | [PDF]

• Eric Chang, Richard P. Lippmann. "Using Voice Transformations to Create Additional Training Talkers for Word Spotting" | [Home Page] | [PDF]

• Daniel M. Wolpert, Zoubin Ghahramani, Michael Jordan. "Forward dynamic models in human motor control: Psychophysical evidence" | [Home Page] | [PDF]

• Humbert Suarez, Christof Koch, Rodney Douglas. "Direction Selectivity In Primary Visual Cortex Using Massive Intracortical Connections" | [Home Page] | [PDF]

• Gerhard Paass, Jörg Kindermann. "Bayesian Query Construction for Neural Network Models" | [Home Page] | [PDF]

• Bradley Minch, Paul Hasler, Chris Diorio, Carver Mead. "A Silicon Axon" | [Home Page] | [PDF]

• Nicol Schraudolph, Terrence J. Sejnowski. "Plasticity-Mediated Competitive Learning" | [Home Page] | [PDF]

• Kah Sung, Partha Niyogi. "Active Learning for Function Approximation" | [Home Page] | [PDF]

• Eytan Ruppin, James Reggia. "Patterns of damage in neural networks: The effects of lesion area, shape and number" | [Home Page] | [PDF]

• D. Lippe, Joshua Alspector. "A Study of Parallel Perturbative Gradient Descent" | [Home Page] | [PDF]

• Eytan Ruppin, James Reggia, David Horn. "A Neural Model of Delusions and Hallucinations in Schizophrenia" | [Home Page] | [PDF]

• Trevor Darrell, Irfan Essa, Alex Pentland. "Correlation and Interpolation Networks for Real-time Expression Analysis/Synthesis" | [Home Page] | [PDF]

• Anders Krogh, Jesper Vedelsby. "Neural Network Ensembles, Cross Validation, and Active Learning" | [Home Page] | [PDF]

• Sebastian Thrun. "Extracting Rules from Artificial Neural Networks with Distributed Representations" | [Home Page] | [PDF]

• Michael Hasselmo, Eric Schnell, Joshua Berke, Edi Barkai. "A model of the hippocampus combining self-organization and associative memory function" | [Home Page] | [PDF]

• Sidney Fels, Geoffrey E. Hinton. "Glove-TalkII: Mapping Hand Gestures to Speech Using Neural Networks" | [Home Page] | [PDF]

• Peter Sollich. "Learning in large linear perceptrons and why the thermodynamic limit is relevant to the real world" | [Home Page] | [PDF]

• Rajesh Rao, Dana Ballard. "Learning Saccadic Eye Movements Using Multiscale Spatial Filters" | [Home Page] | [PDF]

• Gert Cauwenberghs, Volnei Pedroni. "A Charge-Based CMOS Parallel Analog Vector Quantizer" | [Home Page] | [PDF]

• Michael Berthold, Jay Diamond. "Boosting the Performance of RBF Networks with Dynamic Decay Adjustment" | [Home Page] | [PDF]

• Lei Xu, Michael Jordan, Geoffrey E. Hinton. "An Alternative Model for Mixtures of Experts" | [Home Page] | [PDF]

• Tom Brashers-Krug, Reza Shadmehr, Emanuel Todorov. "Catastrophic Interference in Human Motor Learning" | [Home Page] | [PDF]

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

• Steven Gold, Chien-Ping Lu, Anand Rangarajan, Suguna Pappu, Eric Mjolsness. "New Algorithms for 2D and 3D Point Matching: Pose Estimation and Correspondence" | [Home Page] | [PDF]

• Horst Bischof, Kurt Hornik. "PCA-Pyramids for Image Compression" | [Home Page] | [PDF]

• Svilen Tzonev, Klaus Schulten, Joseph Malpeli. "Morphogenesis of the Lateral Geniculate Nucleus: How Singularities Affect Global Structure" | [Home Page] | [PDF]

• Alexandre Pouget, Cedric Deffayet, Terrence J. Sejnowski. "Reinforcement Learning Predicts the Site of Plasticity for Auditory Remapping in the Barn Owl" | [Home Page] | [PDF]

• James Steck, Steven Skinner, Alvaro Cruz-Cabrara, Elizabeth Behrman. "A Lagrangian Formulation For Optical Backpropagation Training In Kerr-Type Optical Networks" | [Home Page] | [PDF]

• R. Andrew McCallum. "Instance-Based State Identification for Reinforcement Learning" | [Home Page] | [PDF]

• Christoph Bregler, Stephen Omohundro. "Nonlinear Image Interpolation using Manifold Learning" | [Home Page] | [PDF]

• Bernd Fritzke. "A Growing Neural Gas Network Learns Topologies" | [Home Page] | [PDF]

• Holger Schwenk, Maurice Milgram. "Transformation Invariant Autoassociation with Application to Handwritten Character Recognition" | [Home Page] | [PDF]

• Sebastian Thrun. "Learning to Play the Game of Chess" | [Home Page] | [PDF]

• Michael Lemmon, Peter Szymanski. "Interior Point Implementations of Alternating Minimization Training" | [Home Page] | [PDF]

• Steven Nowlan, John Platt. "A Convolutional Neural Network Hand Tracker" | [Home Page] | [PDF]

• Changfeng Wang, Santosh Venkatesh. "Temporal Dynamics of Generalization in Neural Networks" | [Home Page] | [PDF]

• Mario Marchand, Saeed Hadjifaradji. "Learning Stochastic Perceptrons Under k-Blocking Distributions" | [Home Page] | [PDF]

• Morten Pedersen, Lars Hansen. "Recurrent Networks: Second Order Properties and Pruning" | [Home Page] | [PDF]

• Satoshi Suzuki, Hiroshi Ando. "Unsupervised Classification of 3D Objects from 2D Views" | [Home Page] | [PDF]

• Glenn Marion, David Saad. "Hyperparameters Evidence and Generalisation for an Unrealisable Rule" | [Home Page] | [PDF]

• Minoru Asogawa. "Adaptive Elastic Input Field for Recognition Improvement" | [Home Page] | [PDF]

• Rainer Malaka, Thomas Ragg, Martin Hammer. "A Model for Chemosensory Reception" | [Home Page] | [PDF]

• Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, José Huertas. "A Real Time Clustering CMOS Neural Engine" | [Home Page] | [PDF]

• Peter Sollich, David Saad. "Learning from queries for maximum information gain in imperfectly learnable problems" | [Home Page] | [PDF]

• Joshua Tenenbaum, Emanuel V. Todorov. "Factorial Learning by Clustering Features" | [Home Page] | [PDF]

• Justin Boyan, Andrew Moore. "Generalization in Reinforcement Learning: Safely Approximating the Value Function" | [Home Page] | [PDF]

• Alessandro Sperduti, David Stork. "A Rapid Graph-based Method for Arbitrary Transformation-Invariant Pattern Classification" | [Home Page] | [PDF]

• Neil Burgess. "A solvable connectionist model of immediate recall of ordered lists" | [Home Page] | [PDF]

• Babak Hassibi, Thomas Kailath. "H∞ Optimal Training Algorithms and their Relation to Backpropagation" | [Home Page] | [PDF]

• Christopher Williams, Michael Revow, Geoffrey E. Hinton. "Using a neural net to instantiate a deformable model" | [Home Page] | [PDF]

• Michiro Negishi. "Grammar Learning by a Self-Organizing Network" | [Home Page] | [PDF]

• Clay Spence, John Pearson, Jim Bergen. "Coarse-to-Fine Image Search Using Neural Networks" | [Home Page] | [PDF]

• Richard Coggins, Marwan Jabri, Barry Flower, Stephen Pickard. "ICEG Morphology Classification using an Analogue VLSI Neural Network" | [Home Page] | [PDF]