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    ESANN
    2004
    107views Neural Networks» more  ESANN 2004»
    Theory and applications of neural maps
    15 years 5 months ago
    Theory and applications of neural maps
    Download  www.dice.ucl.ac.be
    In this tutorial paper about neural maps we review the current state in theoretical aspects like mathematical treatment of convergence, ordering and topography, magnification and o...
    Thomas Villmann, Udo Seiffert, Axel Wismüller
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    125
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    NN
    2010
    Springer
    143views Neural Networks» more  NN 2010»
    Of bits and wows: A Bayesian theory of surprise with applications to attention
    15 years 2 months ago
    Of bits and wows: A Bayesian theory of surprise with applications to attention
    Download  ilab.usc.edu
    Pierre Baldi, Laurent Itti
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    93
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    NN
    2002
    Springer
    142views Neural Networks» more  NN 2002»
    Applications of the self-organising map to reinforcement learning
    15 years 3 months ago
    Applications of the self-organising map to reinforcement learning
    Download  ozark.hendrix.edu
    Andrew James Smith
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    192
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    ESANN
    2000
    125views Neural Networks» more  ESANN 2000»
    A neural network approach to adaptive pattern analysis - the deformable feature map
    15 years 5 months ago
    A neural network approach to adaptive pattern analysis - the deformable feature map
    Download  www.dice.ucl.ac.be
    Abstract. In this paper, we presen t an algorithm that provides adaptive plasticity in function approximation problems: the deformable (feature) map (DM) algorithm. The DM approach...
    Axel Wismüller, Frank Vietze, Dominik R. Ders...
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    132
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    ICCV
    2009
    IEEE
    307views Computer Vision» more  ICCV 2009»
    Kernel map compression using generalized radial basis functions
    15 years 1 months ago
    Kernel map compression using generalized radial basis functions
    Download  ivalab.ece.gatech.edu
    The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
    Omar Arif, Patricio A. Vela
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