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    ESANN
    2006
    126views Neural Networks» more  ESANN 2006»
    FPGA implementation of an integrate-and-fire LEGION model for image segmentation
    14 years 7 days ago
    FPGA implementation of an integrate-and-fire LEGION model for image segmentation
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    Abstract. Despite several previous studies, little progress has been made in building successful neural systems for image segmentation in digital hardware. Spiking neural networks ...
    Bernard Girau, Cesar Torres-Huitzil
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    ESANN
    2006
    130views Neural Networks» more  ESANN 2006»
    Classification by means of Evolutionary Response Surfaces
    14 years 7 days ago
    Classification by means of Evolutionary Response Surfaces
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    Abstract. Response surfaces are a powerful tool for both classification and regression as they are able to model many different phenomena and construct complex boundaries between c...
    Rafael del Castillo Gomariz, Nicolás Garc&i...
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    ESANN
    2006
    192views Neural Networks» more  ESANN 2006»
    Margin based Active Learning for LVQ Networks
    14 years 7 days ago
    Margin based Active Learning for LVQ Networks
    Download  www2.in.tu-clausthal.de
    In this article, we extend a local prototype-based learning model by active learning, which gives the learner the capability to select training samples during the model adaptation...
    Frank-Michael Schleif, Barbara Hammer, Thomas Vill...
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    ESANN
    2006
    202views Neural Networks» more  ESANN 2006»
    Data topology visualization for the Self-Organizing Map
    14 years 7 days ago
    Data topology visualization for the Self-Organizing Map
    Download  www.dice.ucl.ac.be
    The Self-Organizing map (SOM), a powerful method for data mining and cluster extraction, is very useful for processing data of high dimensionality and complexity. Visualization met...
    Kadim Tasdemir, Erzsébet Merényi
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    ESANN
    2006
    140views Neural Networks» more  ESANN 2006»
    Magnification control for batch neural gas
    14 years 7 days ago
    Magnification control for batch neural gas
    Download  www2.in.tu-clausthal.de
    Neural gas (NG) constitutes a very robust clustering algorithm which can be derived as stochastic gradient descent from a cost function closely connected to the quantization error...
    Barbara Hammer, Alexander Hasenfuss, Thomas Villma...
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