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Trends in Brain Computer Interfaces

  1. Research Article

    Editorial

    Jean-Marc Vesin and Touradj Ebrahimi

    EURASIP Journal on Advances in Signal Processing 2005 2005:845910

    Published on: 17 November 2005

  2. Research Article

    Finding Significant Correlates of Conscious Activity in Rhythmic EEG

    One of the important issues in designing an EEG-based brain-computer interface is an exact delineation of the rhythms, related to the intended or performed action. Traditionally, related bands were found by tr...

    Piotr J. Durka

    EURASIP Journal on Advances in Signal Processing 2005 2005:528787

    Published on: 17 November 2005

  3. Research Article

    Estimating Driving Performance Based on EEG Spectrum Analysis

    The growing number of traffic accidents in recent years has become a serious concern to society. Accidents caused by driver's drowsiness behind the steering wheel have a high fatality rate because of the marke...

    Chin-Teng Lin, Ruei-Cheng Wu, Tzyy-Ping Jung, Sheng-Fu Liang and Teng-Yi Huang

    EURASIP Journal on Advances in Signal Processing 2005 2005:521368

    Published on: 17 November 2005

  4. Research Article

    Feature Selection and Blind Source Separation in an EEG-Based Brain-Computer Interface

    Most EEG-based BCI systems make use of well-studied patterns of brain activity. However, those systems involve tasks that indirectly map to simple binary commands such as "yes" or "no" or require many weeks of...

    David A. Peterson, James N. Knight, Michael J. Kirby, Charles W. Anderson and Michael H. Thaut

    EURASIP Journal on Advances in Signal Processing 2005 2005:218613

    Published on: 17 November 2005

  5. Research Article

    Robust EEG Channel Selection across Subjects for Brain-Computer Interfaces

    Most EEG-based brain-computer interface (BCI) paradigms come along with specific electrode positions, for example, for a visual-based BCI, electrode positions close to the primary visual cortex are used. For n...

    Michael Schröder, Thomas Navin Lal, Thilo Hinterberger, Martin Bogdan, N. Jeremy Hill, Niels Birbaumer, Wolfgang Rosenstiel and Bernhard Schölkopf

    EURASIP Journal on Advances in Signal Processing 2005 2005:174746

    Published on: 17 November 2005

  6. Research Article

    Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization

    We propose the use of nonnegative matrix factorization (NMF) as a model-independent methodology to analyze neural activity. We demonstrate that, using this technique, it is possible to identify local spatiotem...

    Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Justin C. Sanchez, Miguel A. L. Nicolelis and Jose C. Principe

    EURASIP Journal on Advances in Signal Processing 2005 2005:829802

    Published on: 17 November 2005

  7. Research Article

    EEG-Based Asynchronous BCI Controls Functional Electrical Stimulation in a Tetraplegic Patient

    The present study reports on the use of an EEG-based asynchronous (uncued, user-driven) brain-computer interface (BCI) for the control of functional electrical stimulation (FES). By the application of FES, non...

    Gert Pfurtscheller, Gernot R. Müller-Putz, Jörg Pfurtscheller and Rüdiger Rupp

    EURASIP Journal on Advances in Signal Processing 2005 2005:628453

    Published on: 17 November 2005

  8. Research Article

    Steady-State VEP-Based Brain-Computer Interface Control in an Immersive 3D Gaming Environment

    This paper presents the application of an effective EEG-based brain-computer interface design for binary control in a visually elaborate immersive 3D game. The BCI uses the steady-state visual evoked potential...

    E. C. Lalor, S. P. Kelly, C. Finucane, R. Burke, R. Smith, R. B. Reilly and G. McDarby

    EURASIP Journal on Advances in Signal Processing 2005 2005:706906

    Published on: 17 November 2005

  9. Research Article

    Clustering of Dependent Components: A New Paradigm for fMRI Signal Detection

    Exploratory data-driven methods such as unsupervised clustering and independent component analysis (ICA) are considered to be hypothesis-generating procedures and are complementary to the hypothesis-led statis...

    Anke Meyer-Bäse, Monica K. Hurdal, Oliver Lange and Helge Ritter

    EURASIP Journal on Advances in Signal Processing 2005 2005:490821

    Published on: 17 November 2005

  10. Research Article

    A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures

    The paper presents an investigation into a time-frequency (TF) method for extracting features from the electroencephalogram (EEG) recorded from subjects performing imagination of left- and right-hand movements...

    Damien Coyle, Girijesh Prasad and T. M. McGinnity

    EURASIP Journal on Advances in Signal Processing 2005 2005:861614

    Published on: 17 November 2005

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