Literature DB >> 26738147

Eye tracking and EEG synchronization to analyze microsaccades during a workload task.

Indu P Bodala, Sunil Kukreja, Nitish V Thakor, Hasan Al-Nashash.   

Abstract

Electroencephalography (EEG) and eye tracking are two fields that have evolved independently to study topics such as mental workload, attention and fatigue in cognitive neuroscience. However, little research has been devoted to integrating data from these two fields. In this paper, we investigate the utility of a specific type of eye movement, microsaccades, to analyze cognitive activity. We assess mental workload using event related potentials (ERPs) correlated with microsaccades during experiments where task complexity is designed to be greater with an increase in visual degradation. We also develop a modified eye movement algorithm to identify microsaccades during tasks that permit regular saccades and blinks. We compare ERPs at microsaccade onset locked epochs to those of stimulus onset locked epochs. Our results show a clear correlation of ERP activations to both latency and activation areas. These findings provide important insights for analyzing sophisticated tasks in a non-invasive fashion.

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Year:  2015        PMID: 26738147     DOI: 10.1109/EMBC.2015.7320247

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  State Changes During Resting-State (Magneto)encephalographic Studies: The Effect of Drowsiness on Spectral, Connectivity, and Network Analyses.

Authors:  Eva M M Strijbis; Yannick S S Timar; Deborah N Schoonhoven; Ilse M Nauta; Shanna D Kulik; Lodewijk R J de Ruiter; Menno M Schoonheim; Arjan Hillebrand; Cornelis J Stam
Journal:  Front Neurosci       Date:  2022-06-14       Impact factor: 5.152

2.  Joint Analysis of Eye Blinks and Brain Activity to Investigate Attentional Demand during a Visual Search Task.

Authors:  Nicolina Sciaraffa; Gianluca Borghini; Gianluca Di Flumeri; Febo Cincotti; Fabio Babiloni; Pietro Aricò
Journal:  Brain Sci       Date:  2021-04-28
  2 in total

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