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    NIPS
    2000
    150views Information Technology» more  NIPS 2000»
    Programmable Reinforcement Learning Agents
    13 years 11 months ago
    Programmable Reinforcement Learning Agents
    Download  reference.kfupm.edu.sa
    We present an expressive agent design language for reinforcement learning that allows the user to constrain the policies considered by the learning process.The language includes s...
    David Andre, Stuart J. Russell
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    NIPS
    2000
    78views Information Technology» more  NIPS 2000»
    From Mixtures of Mixtures to Adaptive Transform Coding
    13 years 11 months ago
    From Mixtures of Mixtures to Adaptive Transform Coding
    Download  www.bme.ogi.edu
    Cynthia Archer, Todd K. Leen
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    NIPS
    2000
    106views Information Technology» more  NIPS 2000»
    Speech Denoising and Dereverberation Using Probabilistic Models
    13 years 11 months ago
    Speech Denoising and Dereverberation Using Probabilistic Models
    Download  research.goldenmetallic.com
    This paper presents a unified probabilistic framework for denoising and dereverberation of speech signals. The framework transforms the denoising and dereverberation problems into...
    Hagai Attias, John C. Platt, Alex Acero, Li Deng
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    NIPS
    2000
    132views Information Technology» more  NIPS 2000»
    Dendritic Compartmentalization Could Underlie Competition and Attentional Biasing of Simultaneous Visual Stimuli
    13 years 11 months ago
    Dendritic Compartmentalization Could Underlie Competition and Attentional Biasing of Simultaneous Visual Stimuli
    Download  www.cs.cmu.edu
    Neurons in area V4 have relatively large receptive fields (RFs), so multiple visual features are simultaneously "seen" by these cells. Recordings from single V4 neurons ...
    Kevin A. Archie, Bartlett W. Mel
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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 11 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 11 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 11 months ago
    Robot Docking Using Mixtures of Gaussians
    Download  www.dcs.gla.ac.uk
    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 11 months ago
    SMEM Algorithm for Mixture Models
    Download  learning.eng.cam.ac.uk
    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 11 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 11 months ago
    Bayesian Modeling of Human Concept Learning
    Download  web.mit.edu
    Joshua B. Tenenbaum
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