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EEG of game players – detecting involvement with and without ICA preprocessing.

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Check out this Knowledge Base article from StressTherapy Solutions: EEG of game players – detecting involvement with and without ICA preprocessing.

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Study at a glance

Area
Other research
Study type
Observational study
Authors
GÓRSKI P
Journal
PRZEGLĄD ELEKTROTECHNICZNY
Year
2016
Participants
6
Population
Adults
Protocol
EEG classification with ICA
Equipment
BrainMaster Discovery

Key findings

  • ICA improved classification at 19, 7 and 3 channels
  • Accuracy reached 0.91 with 19 channels after ICA

DOI 10.15199/48.2016.12.61 →

EEG was recorded from six players during Dota 2 game sessions to classify moments as engaging or boring. Cleaning the data with independent component analysis improved classification accuracy whether 19, 7 or only 3 channels were used.