Combining electroencephalograph and functional near infrared spectroscopy to explore users' mental workload.

Hirshfield, Leanne M.
Chauncey, Krysta.
Gulotta, Rebecca.
Girouard, Audrey.
Solovey, Erin Treacy.
Jacob, Robert J. K.
Sassaroli, Angelo.
Fantini, Sergio (Professor of Biomedical Engineering)
2009

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 expe... read more

Subjects
Human-computer interaction.
Conference papers and proceedings.
Cognition.
Tufts University. Department of Computer Science.
Permanent URL
http://hdl.handle.net/10427/014123
Original publication
Hirshfield L.M. et al. (2009) Combining Electroencephalograph and Functional Near Infrared Spectroscopy to Explore Users' Mental Workload. In: Schmorrow D.D., Estabrooke I.V., Grootjen M. (eds) Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience. FAC 2009. Lecture Notes in Computer Science, vol 5638. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-02812-0_28.
ID: tufts:23730
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