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Putting the "Brain" Back in the Eye-Mind Link: Aligning Eye Movements and Brain Activations During Naturalistic Reading

Conference Paper/Proceedings
Putting the "Brain" Back in the Eye-Mind Link: Aligning Eye Movements and Brain Activations During Naturalistic Reading
Publication Year:
2024
Publication Source:
Acm International Conference Proceeding Series
Funding Type:
ECR:Core
Author(s):
Caruso, Megan; Southwell, Rosy; Hirschfield, Leanne; D’Mello, Sidney
Supporting Project(s):

Eye movements have long been used to reflect ongoing cognitive processing to develop explanatory and predictive models of mental states and processes. This relationship, deemed the eye-mind link, contains underlying assumptions of the mental processes occurring in the brain, which have rarely been explicitly investigated. We propose a multimodal approach to investigate alignment of eye movements and brain activations (eye-brain alignment) and how it might be predicted by unfolding cognitive processes. We applied this method to a dataset of 76 participants who read long, connected texts while their eye movements and the hemodynamic responses in their brains were tracked using functional near-infrared spectroscopy (fNIRS). We found that reliable eye-brain alignment signals varied based on the participants’ cognitive state during reading. Implications for multimodal modeling of cognitive processes are discussed. © 2024 Copyright held by the owner/author(s).