Essays about: "Classifying of EEG Signals Recorded During Right and Left-hand Finger Movements"

Found 1 essay containing the words Classifying of EEG Signals Recorded During Right and Left-hand Finger Movements.

  1. 1. Classifying of EEG Signals Recorded During Right and Left-hand Finger Movements

    University essay from Chalmers tekniska högskola/Institutionen för signaler och system

    Author : Sima Shahsavari; Hector Montes; [2006]
    Keywords : Brain Computer Interface BCI ; Event Related Potential ERP ; Event Related Synchronization Desynchronization ERS ERD ; spatial patterns; CSP; CSSD; single trial classification; electroencephalogram EEG ; finger movement; linear Fisher’s; discriminant; kernel Fisher discriminant; Gaussian mixture models; support vector machine; Quadratic Bayesian discriminant; Mahalanobis distance classifier;

    Abstract : Brain Computer Interface (BCI) technology allows a person to control a device by bypassing the use of muscular activity. Signal processing and classification methods play a decisive role in the performance accuracy in BCI application. In this thesis extensive comparison among novel electroencephalic(EEG) pattern recognition methods is provided. READ MORE