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    ESANN
    2006
    106views Neural Networks» more  ESANN 2006»
    Using sampling methods to improve binding site predictions
    13 years 9 months ago
    Using sampling methods to improve binding site predictions
    Download  www.dice.ucl.ac.be
    Currently the best algorithms for transcription factor binding site prediction are severely limited in accuracy. In previous work we combine random selection under-sampling with th...
    Yi Sun, Mark Robinson, Rod Adams, Rene te Boekhors...
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    ESANN
    2006
    107views Neural Networks» more  ESANN 2006»
    Time series prediction using DirRec strategy
    13 years 9 months ago
    Time series prediction using DirRec strategy
    Download  eprints.pascal-network.org
    This paper demonstrates how the selection of Prediction Strategy is important in the Long-Term Prediction of Time Series. Two strategies are already used in the prediction purposes...
    Antti Sorjamaa, Amaury Lendasse
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    ESANN
    2006
    116views Neural Networks» more  ESANN 2006»
    Nonlinear dynamics in neural computation
    13 years 9 months ago
    Nonlinear dynamics in neural computation
    Download  www.dice.ucl.ac.be
    This tutorial reports on the use of nonlinear dynamics in several different models of neural systems. We discuss a number of distinct approaches to neural information processing ba...
    Tjeerd Olde Scheper, Nigel Crook
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    ESANN
    2006
    123views Neural Networks» more  ESANN 2006»
    Linking non-binned spike train kernels to several existing spike train metrics
    13 years 9 months ago
    Linking non-binned spike train kernels to several existing spike train metrics
    Download  www.dice.ucl.ac.be
    This work presents two kernels which can be applied to sets of spike times. This allows the use of state-of-the-art classification techniques to spike trains. The presented kernels...
    Benjamin Schrauwen, Jan M. Van Campenhout
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    ESANN
    2006
    134views Neural Networks» more  ESANN 2006»
    Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic
    13 years 9 months ago
    Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic
    Download  www.dice.ucl.ac.be
    Abstract. Current digital, directly mapped implementations of spiking neural networks use serial processing and parallel arithmetic. On a standard CPU, this might be the good choic...
    Benjamin Schrauwen, Jan M. Van Campenhout
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