Consequence of Stress on Cognitive Performance: An EEG and HRV Study

Sachin Prathaban, Vishal Sisodia, Sadasivan Puthusserypady

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

Frontal cortical activity can be used as an indicator of mental stress. Using the frontal alpha activity in the electroencephalogram (EEG) as a basis, the Frontal Brain Asymmetry, Resting Brain Asymmetry, Frontal Asymmetry Index and Alpha Band Power along with Heart Rate Variability have been used as features in the present work to analyse the level of stress in subjects. Eleven healthy subjects participated in the experiments with 3 tests each based on 4 trials, with each trial posing an added cognitive challenge. Trials consisted of the Hopkins Verbal Learning Test, Trial Making Test, and Corsi Block Tapping Test. They were tested on factors based on verbal understanding, memory, attention, focus and overall cognitive performance. Using a rule-based classification model and combining the results from the features, 3 categories (low, medium and high) of stresses were identified. Partial consistency through the various extracted features indicate that subjects vary in their ability to manage stress. Overall, 2 subjects were indicative of a low stressed state, 6 subjects showed medium stress levels and 3 subjects were categorized under the high stress state.
Original languageEnglish
Title of host publicationProceedings of 2019 IEEE Region10 Conference
Number of pages6
PublisherIEEE
Publication date2019
Pages1975-1980
ISBN (Print)978-1-7281-1895-6
Publication statusPublished - 2019
Event2019 IEEE Region10 Conference - Hotel Grand Hyatt Kochi, Kerala, India
Duration: 17 Oct 201920 Oct 2019
https://www.tencon2019.org/

Conference

Conference2019 IEEE Region10 Conference
LocationHotel Grand Hyatt Kochi
CountryIndia
CityKerala
Period17/10/201920/10/2019
Internet address

Keywords

  • Electroencephalogram
  • Heart Rate Variability
  • Stress Analysis
  • Cognitive Load
  • Frontal Lobe

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