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    ESANN
    2008
    164views Neural Networks» more  ESANN 2008»
    Multilayer Perceptrons with Radial Basis Functions as Value Functions in Reinforcement Learning
    14 years 10 months ago
    Multilayer Perceptrons with Radial Basis Functions as Value Functions in Reinforcement Learning
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    Using multilayer perceptrons (MLPs) to approximate the state-action value function in reinforcement learning (RL) algorithms could become a nightmare due to the constant possibilit...
    Victor Uc Cetina
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    ESANN
    2008
    122views Neural Networks» more  ESANN 2008»
    GeoKernels: modeling of spatial data on geomanifolds
    14 years 10 months ago
    GeoKernels: modeling of spatial data on geomanifolds
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    This paper presents a review of methodology for semi-supervised modeling with kernel methods, when the manifold assumption is guaranteed to be satisfied. It concerns environmental ...
    Alexei Pozdnoukhov, Mikhail F. Kanevski
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    ESANN
    2008
    107views Neural Networks» more  ESANN 2008»
    The gamma cycle and its role in the formation of assemblies
    14 years 10 months ago
    The gamma cycle and its role in the formation of assemblies
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    Rhythmic synchronization of activated neural groups in the gamma-frequency range (30-100 Hz) is observed in many brain regions. Interneuron networks are key to the generation of th...
    Thomas Burwick
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    ESANN
    2008
    91views Neural Networks» more  ESANN 2008»
    Phase transitions in Vector Quantization
    14 years 10 months ago
    Phase transitions in Vector Quantization
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    Abstract. We study Winner-Takes-All and rank based Vector Quantization along the lines of the statistical physics of off-line learning. Typical behavior of the system is obtained w...
    Aree Witoelar, Anarta Ghosh, Michael Biehl
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    ESANN
    2008
    125views Neural Networks» more  ESANN 2008»
    Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology
    14 years 10 months ago
    Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology
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    In this paper we present an original neighborhood mechanism for WTM self-organizing Kohonen map implemented in CMOS 0.18 m process. Proposed mechanism is an asynchronous circuit an...
    Marta Kolasa, Rafal Dlugosz
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