Title :
Tonic EEG dynamics during psychomotor vigilance task
Author :
Molina, Emilio ; Correa, Abel ; Sanabria, Daniel ; Tzyy-Ping Jung
Author_Institution :
Centro de Investig. Mente, Cerebro y Comportamiento, Univ. of Granada, Granada, Spain
Abstract :
This study explored the EEG dynamics of participants performing a 45-minute long vigilance task. High-density EEG and subject responses were simultaneously recorded and analyzed using Independent Component Analysis and subsequent clustering of independent components. Time-frequency analysis was used to explore spectral differences in long versus short reaction time (RT) trials (i.e. trials with the fastest reaction times). Empirical results of this study showed that frontal beta and occipital alpha power increased as the RT´s increased, consistent with our previous results in sustained-attention driving tasks.
Keywords :
electroencephalography; independent component analysis; medical signal processing; time-frequency analysis; frontal beta power; high-density EEG; independent component analysis; occipital alpha power; psychomotor vigilance task; short reaction time trials; subsequent clustering; sustained-attention driving tasks; time 45 min; time-frequency analysis; tonic EEG dynamics; Educational institutions; Electroencephalography; Independent component analysis; Neuroscience; Psychology; Sleep; Spectral analysis;
Conference_Titel :
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/NER.2013.6696200