Independent component analysis of dynamic brain responses during visuomotor adaptation.

Abstract:

:To investigate the spatial and temporal changes in electro-cortical brain activity and hand kinematics during the acquisition of an internal model of a novel screen-cursor transformation, we employed single-trial infomax independent component analysis (ICA), spectral estimation, and kinematics methods. Participants performed center-out drawing movements under normal and rotated visual feedback of pen movements displayed on a computer screen. Clustering of task-related and adaptation-related independent components identified a selective recruitment of brain activation/deactivation foci associated with the exposure to the distorted visual feedback, including networks associated with frontal-, central-, and lateral-posterior alpha rhythms, and frontal-central error-related negativity potential associated with transient theta and low beta rhythms locked to movement onset. Moreover, adaptation to the rotated reference frame was associated with a reduction in the imposed directional bias and decreases in movement path length and movement time by late-exposure trials, as well as after-effects after removal of the visual distortion. The underlying spatiotemporal pattern of activations is consistent with recruitment of frontal-parietal, sensory-motor, and anterior cingulate cortical areas during visuomotor adaptation.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Contreras-Vidal JL,Kerick SE

doi

10.1016/j.neuroimage.2003.10.037

keywords:

subject

Has Abstract

pub_date

2004-03-01 00:00:00

pages

936-45

issue

3

eissn

1053-8119

issn

1095-9572

pii

S1053811903007079

journal_volume

21

pub_type

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