Pupil-linked arousal correlates with neural activity prior to sensorimotor decisions

被引:0
|
作者
Koorathota, Sharath [1 ]
Ma, Jia Li [1 ]
Faller, Josef [1 ]
Hong, Linbi [1 ]
Lapborisuth, Pawan [1 ]
Sajda, Paul [1 ,2 ,3 ]
机构
[1] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[2] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
[3] Columbia Univ, Data Sci Inst, New York, NY 10027 USA
基金
美国国家科学基金会;
关键词
motor actions; EEG; pupil; PLI; arousal; ANTERIOR CINGULATE CORTEX; DORSOLATERAL PREFRONTAL CORTEX; FUNCTIONAL CONNECTIVITY; EMOTIONAL AROUSAL; NEURONAL-ACTIVITY; LOCUS-COERULEUS; EEG; INFORMATION; PERFORMANCE; REGRESSION;
D O I
10.1088/1741-2552/ad1055
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. Sensorimotor decisions require the brain to process external information and combine it with relevant knowledge prior to actions. In this study, we explore the neural predictors of motor actions in a novel, realistic driving task designed to study decisions while driving. Approach. Through a spatiospectral assessment of functional connectivity during the premotor period, we identified the organization of visual cortex regions of interest into a distinct scene processing network. Additionally, we identified a motor action selection network characterized by coherence between the anterior cingulate cortex (ACC) and dorsolateral prefrontal cortex (DLPFC). Main results. We show that steering behavior can be predicted from oscillatory power in the visual cortex, DLPFC, and ACC. Power during the premotor periods (specific to the theta and beta bands) correlates with pupil-linked arousal and saccade duration. Significance. We interpret our findings in the context of network-level correlations with saccade-related behavior and show that the DLPFC is a key node in arousal circuitry and in sensorimotor decisions.
引用
收藏
页数:14
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