IMotions Unpack Human Behavior


>>Stikic, Johnson, Tan, & Berka (2014)



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iMotions EEG Guide 2019
>>Stikic, Johnson, Tan, & Berka (2014). EEG-based classification of positive and negative affective states. Brain-Computer Interfaces, 1(2), 99–112.
>> Vecchiato, Toppi, & Astolfi (2012). The added value of the electrical neuroimaging for the evaluation of marketing stimuli. Bulletin of the Polish Academy of Sciences
Technical Sciences, 60(3), 1–8.
>> Wang, Nie, & Lu (2011). EEG-based emotion recognition using frequency domain features and support vector machines. Neural Information Processing, 734–743.
>> Yilmaz, Korkmaz, Arslan, Gungor, & Asyali (2014). Like/dislike analysis using EEG: determination of most discriminative channels and frequencies. Computational Methods and Programs in Biomedics, 113(2), 705–713.
>> Zhang, Chen, Bressler; & Ding (2008). Response preparation and inhibition: the role of the cortical sensorimotor beta rhythm. Neuroscience, 156(1), 238–46.


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Document Outline

  • Brain, mind & behavior
    • Brain, mind & behavior
    • The building blocks of the brain
    • Brain regions and their functions
    • Frontal Lobe Activity
    • Voltage, current & resistance
    • Frequency, power & phase
    • Typical studies on delta waves:
  • Collecting EEG data
    • Collecting clean EEG data
    • EEG electrodes
    • Electrode handling
    • The 10 - 20 system
    • Which sampling rate should you use?
    • EEG analysis: Metrics and features
  • Kick off your research
  • References & Resources

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