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    NIPS
    2000
    84views Information Technology» more  NIPS 2000»
    Homeostasis in a Silicon Integrate and Fire Neuron
    14 years 26 days ago
    Homeostasis in a Silicon Integrate and Fire Neuron
    Download  www.cs.cmu.edu
    In this work, we explore homeostasis in a silicon integrate-and-fire neuron. The neuron adapts its firing rate over long time periods on the order of seconds or minutes so that it...
    Shih-Chii Liu, Bradley A. Minch
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    NIPS
    2000
    148views Information Technology» more  NIPS 2000»
    Active Support Vector Machine Classification
    14 years 26 days ago
    Active Support Vector Machine Classification
    Download  www.iipl.fudan.edu.cn
    An active set strategy is applied to the dual of a simple reformulation of the standard quadratic program of a linear support vector machine. This application generates a fast new...
    Olvi L. Mangasarian, David R. Musicant
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    NIPS
    2000
    98views Information Technology» more  NIPS 2000»
    Position Variance, Recurrence and Perceptual Learning
    14 years 26 days ago
    Position Variance, Recurrence and Perceptual Learning
    Download  www.gatsby.ucl.ac.uk
    Stimulus arrays are inevitably presented at different positions on the retina in visual tasks, even those that nominally require fixation. In particular, this applies to many perc...
    Zhaoping Li, Peter Dayan
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    NIPS
    2000
    96views Information Technology» more  NIPS 2000»
    Foundations for a Circuit Complexity Theory of Sensory Processing
    14 years 26 days ago
    Foundations for a Circuit Complexity Theory of Sensory Processing
    Download  www.neurosecurity.com
    We introduce total wire length as salient complexity measure for an analysis of the circuit complexity of sensory processing in biological neural systems and neuromorphic engineer...
    Robert A. Legenstein, Wolfgang Maass
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    NIPS
    2000
    112views Information Technology» more  NIPS 2000»
    Color Opponency Constitutes a Sparse Representation for the Chromatic Structure of Natural Scenes
    14 years 26 days ago
    Color Opponency Constitutes a Sparse Representation for the Chromatic Structure of Natural Scenes
    Download  papers.cnl.salk.edu
    Te-Won Lee, Thomas Wachtler, Terrence J. Sejnowski
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    NIPS
    2000
    138views Information Technology» more  NIPS 2000»
    Algorithms for Non-negative Matrix Factorization
    14 years 26 days ago
    Algorithms for Non-negative Matrix Factorization
    Download  hebb.mit.edu
    Non-negative matrix factorization (NMF) has previously been shown to be a useful decomposition for multivariate data. Two different multiplicative algorithms for NMF are analyzed....
    Daniel D. Lee, H. Sebastian Seung
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    NIPS
    2000
    241views Information Technology» more  NIPS 2000»
    Keeping Flexible Active Contours on Track using Metropolis Updates
    14 years 26 days ago
    Keeping Flexible Active Contours on Track using Metropolis Updates
    Download  www.psi.toronto.edu
    Condensation, a form of likelihood-weighted particle filtering, has been successfully used to infer the shapes of highly constrained "active" contours in video sequences...
    Trausti T. Kristjansson, Brendan J. Frey
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    NIPS
    2000
    100views Information Technology» more  NIPS 2000»
    Second Order Approximations for Probability Models
    14 years 26 days ago
    Second Order Approximations for Probability Models
    Download  www.snn.ru.nl
    In this paper, we derive a second order mean field theory for directed graphical probability models. By using an information theoretic argument it is shown how this can be done in...
    Hilbert J. Kappen, Wim Wiegerinck
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    NIPS
    2000
    109views Information Technology» more  NIPS 2000»
    Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex
    14 years 26 days ago
    Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex
    Download  www.cs.cmu.edu
    In memory consolidation, declarative memories which initially require the hippocampus for their recall, ultimately become independent of it. Consolidation has been the focus of nu...
    Szabolcs Káli, Peter Dayan
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    NIPS
    2000
    104views Information Technology» more  NIPS 2000»
    Automated State Abstraction for Options using the U-Tree Algorithm
    14 years 26 days ago
    Automated State Abstraction for Options using the U-Tree Algorithm
    Download  www.dtic.upf.edu
    Anders Jonsson, Andrew G. Barto
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