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    ESANN
    2006
    199views Neural Networks» more  ESANN 2006»
    Recognition of handwritten digits using sparse codes generated by local feature extraction methods
    15 years 1 months ago
    Recognition of handwritten digits using sparse codes generated by local feature extraction methods
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    We investigate when sparse coding of sensory inputs can improve performance in a classification task. For this purpose, we use a standard data set, the MNIST database of handwritte...
    Rebecca Steinert, Martin Rehn, Anders Lansner
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    ESANN
    2006
    161views Neural Networks» more  ESANN 2006»
    OnlineDoubleMaxMinOver: a simple approximate time and information efficient online Support Vector Classification method
    15 years 1 months ago
    OnlineDoubleMaxMinOver: a simple approximate time and information efficient online Support Vector Classification method
    Download  www.dice.ucl.ac.be
    Abstract. We present the OnlineDoubleMaxMinOver approach to obtain the Support Vectors in two class classification problems. With its linear time complexity and linear convergence ...
    Daniel Schneegaß, Thomas Martinetz, Michael ...
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    ESANN
    2006
    110views Neural Networks» more  ESANN 2006»
    Cultures of dissociated neurons display a variety of avalanche behaviours
    15 years 1 months ago
    Cultures of dissociated neurons display a variety of avalanche behaviours
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    Avalanche dynamics has been described in organotypic cultures and acute slices from rat cortex. Its distinctive feature is a statistical distribution of avalanche size and duration...
    Roberta Alessio, Laura Cozzi, Vittorio Sanguineti
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    ESANN
    2006
    187views Neural Networks» more  ESANN 2006»
    Visualizing gene interaction graphs with local multidimensional scaling
    15 years 1 months ago
    Visualizing gene interaction graphs with local multidimensional scaling
    Download  www.dice.ucl.ac.be
    Several bioinformatics data sets are naturally represented as graphs, for instance gene regulation, metabolic pathways, and proteinprotein interactions. The graphs are often large ...
    Jarkko Venna, Samuel Kaski
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    ESANN
    2006
    135views Neural Networks» more  ESANN 2006»
    Diversity creation in local search for the evolution of neural network ensembles
    15 years 1 months ago
    Diversity creation in local search for the evolution of neural network ensembles
    Download  www.dice.ucl.ac.be
    Abstract. The EENCL algorithm [1] automatically designs neural network ensembles for classification, combining global evolution with local search based on gradient descent. Two mec...
    Pete Duell, Iris Fermin, Xin Yao
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