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    ESANN
    2003
    166views Neural Networks» more  ESANN 2003»
    A recognition of filaments in solar images with an artificial neural network
    14 years 2 months ago
    A recognition of filaments in solar images with an artificial neural network
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    A new technique based on the Artificial Neural Network (ANN) was developed for an automated recognition of solar filaments, dark elongated features visible in the hydrogen H-alpha ...
    Valentina V. Zharkova, Vitaly Schetinin
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    ESANN
    2003
    113views Neural Networks» more  ESANN 2003»
    Neural coding model using the morphoelectrotonic transform theory
    14 years 2 months ago
    Neural coding model using the morphoelectrotonic transform theory
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    Norifumi Watanabe, Shun Ishizaki
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    ESANN
    2003
    85views Neural Networks» more  ESANN 2003»
    Developmental pruning of synapses and category learning
    14 years 2 months ago
    Developmental pruning of synapses and category learning
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    After an initial peak, the number of synapses in mammalian cerebral cortex decreases in the formative period and throughout adult life. However, if synapses are taken to reflect ci...
    Roberto Viviani, Manfred Spitzer
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    ESANN
    2003
    93views Neural Networks» more  ESANN 2003»
    Self-Organization by Optimizing Free-Energy
    14 years 2 months ago
    Self-Organization by Optimizing Free-Energy
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    Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kr&o...
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    ESANN
    2003
    145views Neural Networks» more  ESANN 2003»
    Neural assembly binding in linguistic representation
    14 years 2 months ago
    Neural assembly binding in linguistic representation
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    We present a neural architecture of sentence representation. Words are represented with neural cell assemblies. Relations between words are represented with ‘structure’ assembl...
    Frank van der Velde, Marc de Kamps
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    ESANN
    2003
    156views Neural Networks» more  ESANN 2003»
    Fast approximation of the bootstrap for model selection
    14 years 2 months ago
    Fast approximation of the bootstrap for model selection
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    The bootstrap resampling method may be efficiently used to estimate the generalization error of a family of nonlinear regression models, as artificial neural networks. The main dif...
    Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Mi...
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    ESANN
    2003
    111views Neural Networks» more  ESANN 2003»
    On the weight dynamics of recurrent learning
    14 years 2 months ago
    On the weight dynamics of recurrent learning
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    We derive continuous-time batch and online versions of the recently introduced efficient O(N2 ) training algorithm of Atiya and Parlos [2000] for fully recurrent networks. A mathem...
    Ulf D. Schiller, Jochen J. Steil
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    ESANN
    2003
    109views Neural Networks» more  ESANN 2003»
    Self-organizing maps and functional networks for local dynamic modeling
    14 years 2 months ago
    Self-organizing maps and functional networks for local dynamic modeling
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    The paper presents a method for times series prediction using a local dynamic modeling based on a three step process. In the first step the input data is embedded in a reconstruct...
    Noelia Sánchez-Maroño, Oscar Fontenl...
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    ESANN
    2003
    116views Neural Networks» more  ESANN 2003»
    Cellular topographic self-organization under correlational learning
    14 years 2 months ago
    Cellular topographic self-organization under correlational learning
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    We consider two layered binary state neural networks in which cellular topographic self-organization occurs under correlational learning. The main result is that for separable inpu...
    Shouji Sakamoto, Shigeko Seki, Youichi Kobuchi
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    ESANN
    2003
    124views Neural Networks» more  ESANN 2003»
    Mixture of Experts and Local-Global Neural Networks
    14 years 2 months ago
    Mixture of Experts and Local-Global Neural Networks
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    - In this paper we investigate mixture of experts problems in the context of Local-Global Neural Networks. This type of architecture was originaly conceived for functional approxim...
    Mayte Suárez-Fariñas, Carlos Eduardo...
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