Study of the EEG Signals of Human Brain for the Analysis of Emotions

  • Ashish R. Panat
  • Anita S. Patil
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 177)


In this research, the emotions and the patterns of EEG signals of human brain will be studied. The aim of this research is to study the analysis of the changes in the brain signals in the domain of different emotions. The observations can be analysed for its utility in the diagnosis of psychosomatic disorders like anxiety and depression in economical way with higher precision.


EEG EDF format Feature extraction Image classifiers Emotions Psychosomatic disorders Normal and excited brain 


Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.


  1. 1.
    Healy, D.: Psychiatric Drugs Explained, Section 5: Management of Anxiety. Elsevier Health Sciences, 136–137 (2008)Google Scholar
  2. 2.
    Kessler, R.C., Chiu, W.T., Demler, O., Merikangas, K.R., Walters, E.E.: Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication. Arch. Gen. Psychiatry 62(6), 617–627 (2005) PMC 2847357. PMID 15939839, doi:10.1001/archpsyc.62.6.617CrossRefGoogle Scholar
  3. 3.
    Khalili, Z., Moradi, M.H.: Emotion detection using brain and peripheral signals. In: Proceedings of the CIBEC 2008, Biomedical Engineering Faculty, Amirkabir University of Technology, Tehran, Iran (2008) 978-1-4244-2695-9/08/$25.00 ©2008 IEEEGoogle Scholar
  4. 4.
    Khalili, Z., Moradi, M.H.: EEG Model and Location in Brain when at Emotion Recognition System Using Brain and Peripheral Signals using Correlation Dimension to Improve the Results of EEG. Biomedical Engineering Faculty, Amirkabir University of Technology, Tehran, Iran (2009) 978-1-4244-3553-1/09/$25.00 © 2009 IEEEGoogle Scholar
  5. 5.
    Special Issue on Multimodal affective Interaction : IEEE Transaction on Multimedia 12(6) (October 2010) Google Scholar
  6. 6.
    Takahashi, H., Matsuura, M., et al.: Brain Activation during Judgments of Positive Self-conscious emotion and Positive Basic Emotion: Pride and Joy. Cerebral Cortex 18, 898–903 (2008)CrossRefGoogle Scholar
  7. 7.
    Savran, A., Ciftci, K., et al.: Emotion Detection in Loop from Brain signals and Facial Images. In: Enterface 2006, Dubrovnik, Croatia, July17 (2006)Google Scholar
  8. 8.
    EMcLachlan: Discriminant Analysis and Statistical Pattern Recognition. Wiley Interscience (2004) Google Scholar
  9. 9.
    Bremner, D., Demaine, E., Erickson, J., Iacono, J., Langerman, S., Morin, P., Toussaint, G.: Output-sensitive algorithms for computing nearest-neighbour decision boundaries. Discrete and Computational Geometry 33(4), 593–604 (2005)MathSciNetMATHCrossRefGoogle Scholar
  10. 10.
  11. 11.
  12. 12.
  13. 13.

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  1. 1.Priyadarshani Indira College of EngineeringNagpurIndia
  2. 2.Cummins College of Engineering for WomenPuneIndia

Personalised recommendations