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    NIPS
    1998
    117views Information Technology» more  NIPS 1998»
    A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
    14 years 23 days ago
    A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
    Download  www.cs.york.ac.uk
    This paper presents a novel and fast k-NN classifier that is based on a binary CMM (Correlation Matrix Memory) neural network. A robust encoding method is developed to meet CMM in...
    Ping Zhou, Jim Austin, John Kennedy
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    NIPS
    1998
    80views Information Technology» more  NIPS 1998»
    Distributional Population Codes and Multiple Motion Models
    14 years 23 days ago
    Distributional Population Codes and Multiple Motion Models
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    Richard S. Zemel, Peter Dayan
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    NIPS
    1998
    106views Information Technology» more  NIPS 1998»
    Robot Docking Using Mixtures of Gaussians
    14 years 23 days ago
    Robot Docking Using Mixtures of Gaussians
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    This paper applies the Mixture of Gaussians probabilistic model, combined with Expectation Maximization optimization to the task of summarizing three dimensional range data for a ...
    Matthew M. Williamson, Roderick Murray-Smith, Volk...
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    NIPS
    1998
    107views Information Technology» more  NIPS 1998»
    SMEM Algorithm for Mixture Models
    14 years 23 days ago
    SMEM Algorithm for Mixture Models
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    When learning a mixture model, we suffer from the local optima and model structure determination problems. In this paper, we present a method for simultaneously solving these prob...
    Naonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Ge...
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    NIPS
    1998
    89views Information Technology» more  NIPS 1998»
    Orientation, Scale, and Discontinuity as Emergent Properties of Illusory Contour Shape
    14 years 23 days ago
    Orientation, Scale, and Discontinuity as Emergent Properties of Illusory Contour Shape
    Download  www.iro.umontreal.ca
    A recent neural model of illusory contour formation is based on a distribution of natural shapes traced by particles moving with constant speed in directions given by Brownian mot...
    Karvel K. Thornber, Lance R. Williams
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    NIPS
    1998
    101views Information Technology» more  NIPS 1998»
    Bayesian Modeling of Human Concept Learning
    14 years 23 days ago
    Bayesian Modeling of Human Concept Learning
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    Joshua B. Tenenbaum
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    NIPS
    1998
    79views Information Technology» more  NIPS 1998»
    A Theory of Mean Field Approximation
    14 years 23 days ago
    A Theory of Mean Field Approximation
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    Toshiyuki Tanaka
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    NIPS
    1998
    90views Information Technology» more  NIPS 1998»
    Computation of Smooth Optical Flow in a Feedback Connected Analog Network
    14 years 24 days ago
    Computation of Smooth Optical Flow in a Feedback Connected Analog Network
    Download  www.sas.upenn.edu
    Alan Stocker, Rodney J. Douglas
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    NIPS
    1998
    155views Information Technology» more  NIPS 1998»
    Batch and On-Line Parameter Estimation of Gaussian Mixtures Based on the Joint Entropy
    14 years 24 days ago
    Batch and On-Line Parameter Estimation of Gaussian Mixtures Based on the Joint Entropy
    Download  users.soe.ucsc.edu
    We describe a new iterative method for parameter estimation of Gaussian mixtures. The new method is based on a framework developed by Kivinen and Warmuth for supervised on-line le...
    Yoram Singer, Manfred K. Warmuth
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    NIPS
    1998
    130views Information Technology» more  NIPS 1998»
    Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model
    14 years 24 days ago
    Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model
    Download  www.cns.nyu.edu
    We examine the statistics of natural monochromatic images decomposed using a multi-scale wavelet basis. Although the coefficients of this representation are nearly decorrelated, t...
    Eero P. Simoncelli, Odelia Schwartz
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