Combining Electroencephalograph and Functional Near Infrared Spectroscopy to Explore Users' Mental Workload

  title={Combining Electroencephalograph and Functional Near Infrared Spectroscopy to Explore Users' Mental Workload},
  author={Leanne M. Hirshfield and Krysta Chauncey and Rebecca Gulotta and Audrey Girouard and Erin Treacy Solovey and Robert J. K. Jacob and Angelo Sassaroli and Sergio Fantini},
We discuss the physiological metrics that can be measured with electroencephalography (EEG) and functional near infrared spectroscopy (fNIRs). We address the functional and practical limitations of each device, and technical issues to be mindful of when combining the devices. We also present machine learning methods that can be used on concurrent recordings of EEG and fNIRs data. We discuss an experiment that combines fNIRs and EEG to measure a range of user states that are of interest in HCI… CONTINUE READING
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