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    IJON
    2007
    118views more  IJON 2007»
    Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm
    13 years 10 months ago
    Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm
    Download  web.mst.edu
    To predict the 100 missing values from a time series of 5000 data points, given for the IJCNN 2004 time series prediction competition, recurrent neural networks (RNNs) are trained...
    Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, ...
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    IJON
    2007
    91views more  IJON 2007»
    Dynamics of parameters of neurophysiological models from phenomenological EEG modeling
    13 years 10 months ago
    Dynamics of parameters of neurophysiological models from phenomenological EEG modeling
    Download  www.mpipks-dresden.mpg.de
    We investigate a recently proposed method for the analysis of oscillatory patterns in EEG data, with respect to its capacity of further quantifying processes on slower (< 1 Hz)...
    E. Olbrich, Thomas Wennekers
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    IJON
    2007
    85views more  IJON 2007»
    Desynchronized stable states in diluted neural networks
    13 years 10 months ago
    Desynchronized stable states in diluted neural networks
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    The dynamical properties of a diluted fully inhibitory network of pulse-coupled neurons are investigated. Depending on the coupling strength, two different phases can be observed....
    Rüdiger Zillmer, Roberto Livi, Antonio Politi...
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    IJON
    2007
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    Neurospaces: Towards automated model partitioning for parallel computers
    13 years 10 months ago
    Neurospaces: Towards automated model partitioning for parallel computers
    Download  www.tnb.ua.ac.be
    Parallel computers have the computing power needed to simulate biologically accurate neuronal network models. Partitioning is the process of cutting a model in pieces and assignin...
    Hugo Cornelis, Erik De Schutter
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    IJON
    2007
    100views more  IJON 2007»
    Minimum range approach to blind partial simultaneous separation of bounded sources: Contrast and discriminacy properties
    13 years 10 months ago
    Minimum range approach to blind partial simultaneous separation of bounded sources: Contrast and discriminacy properties
    Download  ljk.imag.fr
    The blind source separation (BSS) problem is often solved by maximizing objective functions reflecting the statistical independence between outputs. Since global maximization may...
    Frédéric Vrins, Dinh-Tuan Pham
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