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Spatiotemporal processing of real faces is modified by visual sensing

Megan Kelley, Mark Tiede, Xian Zhang, J. Adam Noah, Joy Hirsch

发表年份
2025
引用次数
2

摘要

• Neural correlates of live face gaze are modulated by visual sensing variables. • Live interactive paradigm includes simultaneous acquisitions of EEG and fNIRS. • Fixation duration regressed with live face gaze predicts supramarginal activity. • Continuous regression of face dwell times predict dorsal visual stream activity. • Visual binding mechanisms within dorsal stream are suggested by the alpha band. Live human faces, when engaged as visual stimuli, recruit unique and extensive patterns of neural activity. However, the underlying neural mechanisms that underly these live face-to-face processes are not known. We hypothesized that the neural correlates for live face processes are modulated by both spatial and temporal features of the live faces as well as visual sensing parameters. Hemodynamic signals detected by functional near infrared spectroscopy (fNIRS) were acquired concurrently with co-activated electroencephalographic (EEG) and eye-tracking signals during interactive gaze at a live human face or gaze at a human-like robot face. Regression of the fNIRS signals with two eye-gaze variables, fixation duration and dwell time, revealed separate regions of neural correlates, right supramarginal gyrus (lateral visual stream) and right inferior parietal sulcus (dorsal visual stream), respectively. These two areas served as the regions of interest for the EEG analysis. Standardized low-resolution brain electromagnetic tomography (sLORETA) was applied to determine theta (4 – 7 Hz) and alpha (8–13 Hz) oscillatory activity in these regions. Variations in oscillatory patterns corresponding to the neural correlates of the visual sensing parameters suggest an increase in spatial binding for the dorsal relative to the lateral regions of interest during live face-to-face visual stimulation.

关键词

Computer visionComputer scienceArtificial intelligence

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