Application of correlation analysis tools for the classification of mental workloads in functional near-infrared spectroscopy

A. Sassaroli, F. Zheng, A. Girouard, E. T. Solovey, K. Chauncey, L. H. Hirshfield, E. Peck, R. J.K. Jacob, S. Fantini

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We discuss some ideas for improving the discrimination of mental workloads by using correlation analysis tools and machine learning algorithms that eventually can be used with real time acquisition and processing.

Original languageEnglish (US)
Title of host publicationDigital Holography and Three-Dimensional Imaging, DH 2010
StatePublished - Dec 1 2010
Externally publishedYes
EventDigital Holography and Three-Dimensional Imaging, DH 2010 - Miami, FL, United States
Duration: Apr 12 2010Apr 14 2010

Publication series

NameOptics InfoBase Conference Papers
ISSN (Electronic)2162-2701

Other

OtherDigital Holography and Three-Dimensional Imaging, DH 2010
CountryUnited States
CityMiami, FL
Period4/12/104/14/10

ASJC Scopus subject areas

  • Instrumentation
  • Atomic and Molecular Physics, and Optics

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    Sassaroli, A., Zheng, F., Girouard, A., Solovey, E. T., Chauncey, K., Hirshfield, L. H., Peck, E., Jacob, R. J. K., & Fantini, S. (2010). Application of correlation analysis tools for the classification of mental workloads in functional near-infrared spectroscopy. In Digital Holography and Three-Dimensional Imaging, DH 2010 (Optics InfoBase Conference Papers).