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Brain–Computer Interfaces - Index of

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Dynamics <strong>of</strong> Sensorimotor Oscillations in a Motor Task 53<br />

Fig. 4 Examples <strong>of</strong> activation patterns obtained with functional magnetic resonance imaging<br />

(fMRI) and EEG (ERD/ERS) during execution and imagination <strong>of</strong> hand (right panel) and foot<br />

movements (left panel). Note the correspondence between the focus <strong>of</strong> the positive BOLD signal<br />

and ERD on the one side, and between the negative BOLD signal and ERS on the other side<br />

The opposite phenomenon, the enhancement <strong>of</strong> central mu rhythm and blocking <strong>of</strong><br />

occipital alpha rhythm during visual stimulation, was documented by Koshino and<br />

Niedermeyer [51] and Kreitmann and Shaw [52]. Figure 4 shows further examples<br />

demonstrating the intramodal interaction, in terms <strong>of</strong> a hand area ERD and foot area<br />

ERS during hand movement and hand area ERS and foot area ERD during foot<br />

movement, respectively.<br />

The focal mu desynchronization in the upper alpha frequency band may reflect<br />

a mechanism responsible for focusing selective attention on a motor subsystem.<br />

This effect <strong>of</strong> focal motor attention may be accentuated when other cortical areas,<br />

not directly involved in the specific motor task, are “inhibited”. In this process, the<br />

interplay between thalamo-cortical modules and the inhibitory reticular thalamic<br />

nucleus neurons may play an important role ([44, 53]).<br />

Support for the “focal ERD/surround ERS” phenomenon comes from regional<br />

blood flow (rCBF) and functional magnetic resonance imaging (fMRI) studies.<br />

Cerebral blood flow decreases in the somatosensory cortical representation area<br />

<strong>of</strong> one body part whenever attention is directed to a distant body part [54]. The<br />

BOLD (Blood Oxygen Level Dependent) signal also decreased in the hand motor<br />

area when the subject imagined or executed toe movements [36]. In this case, attention<br />

was withdrawn from the hand and directed to the foot zones, resulting in a<br />

positive BOLD response in the foot representation area. Figure 4 shows this antagonistic<br />

behavior in hemodynamic (fMRI) and bioelectrical (EEG) responses during<br />

hand and foot movements. Imagined movements are also called covert movements,<br />

and real movements are called overt movements. A task-related paradigm (covert<br />

movements over 2 s) was used for the fMRI, and an event-related paradigm (overt<br />

or covert movements in intervals <strong>of</strong> approximately 10 s) was used for the EEG.<br />

An fMRI study during execution <strong>of</strong> a learned complex finger movement sequence<br />

and inhibition <strong>of</strong> the same sequence (inhibition condition) is also <strong>of</strong> interest. Covert<br />

movement was accompanied by a positive BOLD signal and a focal mu ERD in the<br />

hand area, while movement inhibition resulted in a negative BOLD signal and a mu<br />

ERS in the same area [55, 56].

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