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    ICANN
    2009
    Springer
    150views Neural Networks» more  ICANN 2009»
    Mental Tasks Classification for a Noninvasive BCI Application
    13 years 2 months ago
    Mental Tasks Classification for a Noninvasive BCI Application
    Download  wwwusers.rdc.puc-rio.br
    Mapping brain activity patterns in external actions has been studied in recent decades and is the base of a brain-computer interface. This type of interface is extremely useful for...
    Alexandre Ormiga G. Barbosa, David Ronald A. Diaz,...
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    ISCI
    2008
    188views more  ISCI 2008»
    Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface
    13 years 4 months ago
    Classifying mental tasks based on features of higher-order statistics from EEG signals in brain-computer interface
    Download  www.cci.dmu.ac.uk
    In order to characterize the non-Gaussian information contained within the EEG signals, a new feature extraction method based on bispectrum is proposed and applied to the classifi...
    Shang-Ming Zhou, John Q. Gan, Francisco Sepulveda
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    IJON
    2006
    117views more  IJON 2006»
    EEG classification using generative independent component analysis
    13 years 4 months ago
    EEG classification using generative independent component analysis
    Download  publications.idiap.ch
    We present an application of Independent Component Analysis (ICA) to the discrimination of mental tasks for EEG-based Brain Computer Interface systems. ICA is most commonly used w...
    Silvia Chiappa, David Barber
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    ESANN
    2004
    211views Neural Networks» more  ESANN 2004»
    HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems
    13 years 6 months ago
    HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems
    Download  www.dice.ucl.ac.be
    We compare the use of two Markovian models, HMMs and IOHMMs, to discriminate between three mental tasks for brain computer interface systems using an asynchronous protocol. We show...
    Silvia Chiappa, Nicolas Donckers, Samy Bengio, Fr&...
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    CHI
    2009
    ACM
    158views Human Computer Interaction» more  CHI 2009»
    Adaptive brain-computer interface
    14 years 5 months ago
    Adaptive brain-computer interface
    Download  www.eecs.tufts.edu
    Passive brain-computer interfaces are designed to use brain activity as an additional input, allowing the adaptation of the interface in real time according to the user's men...
    Audrey Girouard
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