Application of EEG Signals – A Case Study

Authors

  • Guruprasad S. BMS Institute of Technology & Management, Bengaluru, Karnataka, India.
  • Veena N. BMS Institute of Technology & Management, Bengaluru, Karnataka, India.
  • S. Mahalakshmi BMS Institute of Technology & Management, Bengaluru, Karnataka, India.

DOI:

https://doi.org/10.9734/bpi/aaer/v11/2163F

Keywords:

SVM, DNN, EEG, emotions

Abstract

Man-Machine-Interface (MMI) is a communication system between the brain and the computer to obtain and investigates the brain signals. The EEG captures the electrical signals produced by the nerve cells. The purpose of this paper is to report the results related to classification of EEG signals and based on the emotion playing an appropriate music to indicate the emotion of different people. The testing has been done on the dataset subjected to 10 subjects associated with hearing music chosen from patriotic, happy, romantic and sad songs along with relaxation activity.

Published

2021-05-19

How to Cite

Guruprasad S., Veena N., & S. Mahalakshmi. (2021). Application of EEG Signals – A Case Study. Advanced Aspects of Engineering Research Vol. 11, 98–105. https://doi.org/10.9734/bpi/aaer/v11/2163F

Issue

Advanced Aspects of Engineering Research Vol. 11

Section

Chapters