DocumentCode
3562911
Title
Neurophysiological correlates of inhibitory control in adults with ADHD revealed by iterative independent component analysis
Author
Taymourtash, Athena ; Ghassemi, Farnaz
Author_Institution
Biomedicai Eng. Dept., Amirkabir Univ. of Technol., Tehran, Iran
fYear
2014
Firstpage
58
Lastpage
63
Abstract
In this study, an improved method of iterative independent component analysis (iICA) on single-trial brain responses was employed to investigate neural mechanisms underlying inhibitory control deficits in adults with attention deficit / hyperactivity disorder (ADHD). Specially recorded data during a continuous performance task from 10 ADHD and 11 healthy control subjects were analyzed. Behavioral measures showed that the inconsistency in response speed were significantly greater in adults with ADHD compared to control subjects (p = 0.009). ERP data revealed ADHD group compared to healthy controls had a significant increase in N2 amplitudes while P3 amplitudes´ decreased particularly for shorter inter-stimulus intervals. Furthermore, N2 amplitude correlated with the number of ADHD symptoms. These results confirm the utility of the iICA method in discrimination between adults with ADHD and healthy comparison controls and strongly suggest that this method can be used for further evaluation of cognitive functioning.
Keywords
brain; cognition; independent component analysis; medical disorders; neurophysiology; ADHD adults; ADHD symptoms; ERP data; attention deficit-hyperactivity disorder; cognitive function evaluation; event-related potential; healthy comparison controls; iICA method utility; inhibitory control; iterative independent component analysis; neural mechanisms investigation; neurophysiological correlates; short interstimulus intervals; single-trial brain responses; Analysis of variance; Biomedical engineering; Educational institutions; Electroencephalography; Process control; Standards; ADHD; Continuous Performance Task; Event Related Potentials; Independent Component Analysis; Inhibitory Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering (ICBME), 2014 21th Iranian Conference on
Print_ISBN
978-1-4799-7417-7
Type
conf
DOI
10.1109/ICBME.2014.7043894
Filename
7043894
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