Title :
EEG-rhythm dynamics during a 2-back working memory task and performance
Author :
Tsoneva, Tsvetomira ; Baldo, Davide ; Lema, Victor ; Garcia-Molina, Gary
Author_Institution :
Philips Res. Eur., Eindhoven, Netherlands
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Working memory is an essential component of human cognition and determines to a large extent an individual´s intellectual ability. In this paper, the human brain oscillatory response system associated with working memory performance is evaluated in an experimental and analysis setting involving 10 volunteers performing a visual 2-back task. Event-related dynamics in three bands: theta (3.5-7 Hz), alpha (7.5-12 Hz) and upper beta (17-29 Hz) at 32 locations distributed over the scalp are examined analyzing the event-related desynchronization (ERD)/synchronization (ERS) in these bands. Both global dynamics as well as trial- and subject-specific trends were considered. The overall across participants trend shows that the theta level synchronizes during working memory engagement, whereas beta and alpha desynchronizes. While common features seem to emerge, different subjects exhibit equally significant but opposite in direction correlation between reaction time and power dynamics.
Keywords :
cognition; electroencephalography; 2-back working memory task; EEG rhythm dynamics; event related desynchronization; event related synchronization; frequency 17 Hz to 29 Hz; frequency 3.5 Hz to 7 Hz; frequency 32 Hz; human brain oscillatory response system; human cognition; intellectual ability; Correlation; Electrodes; Electroencephalography; Humans; Scalp; Synchronization; Visualization; Electroencephalography; Female; Humans; Male; Memory, Short-Term; Signal Processing, Computer-Assisted; Task Performance and Analysis; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090952