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    NIPS
    1998
    117views Information Technology» more  NIPS 1998»
    A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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
    13 years 5 months 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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