DocumentCode :
2270352
Title :
Event-related (de-)synchronisation in arm isometric exertions: A wavelet analysis
Author :
Nasseroleslami, Bahman ; Lakany, Heba ; Conway, Bernard A.
Author_Institution :
Neurophysiol. Lab., Univ. of Strathclyde, Glasgow, UK
fYear :
2011
fDate :
11-15 April 2011
Firstpage :
1
Lastpage :
7
Abstract :
Neural activity associated with human voluntary motor control has been investigated using various large scale recording and imaging techniques such as Magnetoencephalog-raphy (MEG), electroencephalographic (EEG), and Electrocor-ticography (ECoG). While the EEG activity patterns associated with movement and especially movement execution are relatively known, there are only few studies that address the characteristics of motor rhythms in isometric exertions, and especially in the planning stage. In this paper we report on the results of an experiment where we have recorded EEG from 8 subjects during preparation, planning, and execution of directional arm isometric exertions in horizontal plane, according to instruction-delay visual cues. Continuous Morlet Wavelet Scalograms of the EEG signals in Cz C3 C4 electrodes associated with the task, show (de-)synchronisation patterns in planning and execution of the exertions. Phasic synchronisation in 2-7 Hz frequency band and both phasic and tonic desynchronisation in α (μ), β, and γ frequency bands are observed. Minor differences between contralateral, central and ipsilateral rhythmic motor activities during force generation are indicated and discussed. The results can be used to study the involvement of different brain regions during voluntary isometric tasks. The results pave the way for further clinical studies and also for Brain-Computer Interfacing (BCI) and BCI-rehabilitation research.
Keywords :
biomedical electrodes; electroencephalography; neurophysiology; synchronisation; BCI-rehabilitation research; ECoG; EEG activity patterns; EEG signals; MEG; arm isometric exertions; brain regions; brain-computer interfacing research; continuous Morlet wavelet scalograms; directional arm isometric exertions; electrocorticography; electrodes; electroencephalographic; event-related desynchronisation; force generation; human voluntary motor control; imaging techniques; instruction- delay visual cues; ipsilateral rhythmic motor activity; large scale recording techniques; magnetoencephalography; motor rhythms; movement execution; neural activity; phasic desynchronisation; tonic desynchronisation; voluntary isometric tasks; wavelet analysis; Electrodes; Electroencephalography; Force; Planning; Time frequency analysis; Transient analysis; Visualization; eletroencephalography (EEG); event-related synchronisation (ERS); isometric task; wavelet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-9890-1
Type :
conf
DOI :
10.1109/CCMB.2011.5952112
Filename :
5952112
Link To Document :
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