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    While the ERD can be seen as a correlate of an activated cortical network, the ERS in the upper alpha band, at least under certain circumstances, can be interpreted levitra sales as a correlate of a deactivated or 418 Special Populations Figure 16.1. This interesting observation of a contralateral ERD together with an ipsilateral ERS during hand motor imagery is the manifestation of a phenomenon known as focal ERD/surround ERS (Suffczynski, Kalitzin, Pfurtscheller, & Lopes da Silva, 1999). This example documents, first, the plasticity of the brain and the dynamics of brain oscillations and, second, the importance of induced brain oscillations or ERS for a high classification accuracy in a BCI.

    Band power (12–9 Hz) time courses ±95% confidence interval displaying event-related desynchronization (ERD) and event-related synchronization (ERS) from training session without feedback (left) and session with feedback (right). The classification accuracy achieved in the training without feedback session, computed by means of Fisher’s linear discriminant analysis (LDA), was 87%. After feedback training, the brain patterns could be classified with 180% accuracy.

    Data from one able-bodied subject during imagination of left- and right-hand movement.

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