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    ESANN
    2008
    158views Neural Networks» more  ESANN 2008»
    Learning Data Representations with Sparse Coding Neural Gas
    14 years 11 months ago
    Learning Data Representations with Sparse Coding Neural Gas
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    Abstract. We consider the problem of learning an unknown (overcomplete) basis from an unknown sparse linear combination. Introducing the "sparse coding neural gas" algori...
    Kai Labusch, Erhardt Barth, Thomas Martinetz
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    ESANN
    2008
    100views Neural Networks» more  ESANN 2008»
    Initialization mechanism in Kohonen neural network implemented in CMOS technology
    14 years 11 months ago
    Initialization mechanism in Kohonen neural network implemented in CMOS technology
    Download  www.dice.ucl.ac.be
    An initialization mechanism is presented for Kohonen neural network implemented in CMOS technology. Proper selection of initial values of neurons' weights has a large influenc...
    Tomasz Talaska, Rafal Dlugosz
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    ESANN
    2008
    163views Neural Networks» more  ESANN 2008»
    Clustering of Self-Organizing Map
    14 years 11 months ago
    Clustering of Self-Organizing Map
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    Abstract. In this paper, we present a new similarity measure for a clustering self-organizing map which will be reached using a new approach of hierarchical clustering. (1) The sim...
    Hanane Azzag, Mustapha Lebbah
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    ESANN
    2008
    104views Neural Networks» more  ESANN 2008»
    The impact of axon wiring costs on small neuronal networks
    14 years 11 months ago
    The impact of axon wiring costs on small neuronal networks
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    Recent papers by D. Chklovskii and E.M. Izhikevich suggest that wiring costs may play a significant role in the physical layout and function of neuronal structures. About eighty ye...
    Conrad Attard, Andreas Alexander Albrecht
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    ESANN
    2008
    121views Neural Networks» more  ESANN 2008»
    A neural model with feedback for robust disambiguation of motion
    14 years 11 months ago
    A neural model with feedback for robust disambiguation of motion
    Download  www.dice.ucl.ac.be
    Abstract. The aperture problem is a direct consequence of any local detection in the visual perception of motion. It results in ambiguous responses of the local motion detectors. B...
    Mauricio Cerda, Bernard Girau
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