Dealing with ocular artifacts on lateralized ERPs in studies of visual-spatial attention and memory: ICA correction versus epoch rejection

被引:63
作者
Drisdelle, Brandi Lee [1 ,2 ,3 ]
Aubin, Sebrina [1 ,2 ]
Jolicoeur, Pierre [1 ,2 ,3 ,4 ]
机构
[1] Univ Montreal, Dept Psychol, CP 6128,Succursale Ctr Ville, Montreal, PQ H3C 3J7, Canada
[2] Ctr Rech Neuropsychol & Cognit, Montreal, PQ, Canada
[3] Int Lab Brain Mus & Sound Res, Montreal, PQ, Canada
[4] Ctr Rech Inst Univ Geriatrie Montreal, Montreal, PQ, Canada
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
Cognition; Analysis/statistical methods; EEG; ERPs; Eye movements; INDEPENDENT COMPONENT ANALYSIS; EYE-MOVEMENT ARTIFACT; EXPRESS SACCADES; BLIND SEPARATION; EEG; REMOVAL; POTENTIALS; DEPLOYMENT; BLINKING; N2PC;
D O I
10.1111/psyp.12675
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The objective of the present study was to assess the robustness and reliability of independent component analysis (ICA) as a method for ocular artifact correction in electrophysiological studies of visual-spatial attention and memory. The N2pc and sustained posterior contralateral negativity (SPCN), electrophysiological markers of visual-spatial attention and memory, respectively, are lateralized posterior ERPs typically observed following the presentation of lateral stimuli (targets and distractors) along with instructions to maintain fixation on the center of the visual search for the entire trial. Traditionally, trials in which subjects may have displaced their gaze are rejected based on a cutoff threshold, minimizing electrophysiological contamination by saccades. Given the loss of data resulting from rejection, we examined ocular correction by comparing results using standard fixation instructions against a condition where subjects were instructed to shift their gaze toward possible targets. Both conditions were analyzed using a rejection threshold and ICA correction for saccade activity management. Results demonstrate that ICA conserves data that would have otherwise been removed and leaves the underlying neural activity intact, as demonstrated by experimental manipulations previously shown to modulate the N2pc and the SPCN. Not only does ICA salvage and not distort data, but also large eye movements had only subtle effects. Overall, the findings provide convincing evidence for ICA correction for not only special cases (e.g., subjects did not follow fixation instruction) but also as a candidate for standard ocular artifact management in electrophysiological studies interested in visual-spatial attention and memory.
引用
收藏
页码:83 / 99
页数:17
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