RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG  AND EEG BRAIN SIGNALS

Gokula Prasath M; Anusurya S; Lakshmi M; Priya J

RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS

March 2024

Vol-10, Issue-2

Paper ID: 22939

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science

Keywords

Cognitive Emotion Detection EEG Signals ECG Signals Machine Learning Deep Data Science Algorithm Development.

Abstract

In the realm of cognitive emotion detection, the utilization of electroencephalogram (EEG) and electrocardiogram (ECG) signals has emerged as a promising avenue. Despite existing technologies, there remains a shortfall in accurately discerning cognitive emotions, necessitating novel approaches to address this challenge. Our research endeavors to fill this gap by employing advanced machine learning and deep data science methodologies to process datasets and devise algorithms capable of delivering precise and accurate results. By combining EEG and ECG signals, our study aims to provide a comprehensive solution for cognitive emotion detection, offering insights into the intricate interplay between brain and heart activity underlying emotional states.

License

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Author Information

#	Name	Institute / Affiliation
1	Gokula Prasath M	Bannari Amman Institute Of Technology
2	Anusurya S	Bannari Amman Institute Of Technology
3	Lakshmi M	Bannari Amman Institute Of Technology
4	Priya J	Bannari Amman Institute Of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

M, Gokula Prasath, S, Anusurya, M, Lakshmi, & J, Priya (2024). RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS. International Journal of Advance Research and Innovative Ideas In Education, 10(2), 1626-1632.

MLA Style

M, Gokula Prasath, et al. "RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, 2024, pp. 1626-1632.

IEEE Style

Gokula Prasath M, Anusurya S, Lakshmi M, and Priya J, "RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, pp. 1626-1632, 2024.

Vancouver Style

M Gokula Prasath, S Anusurya, M Lakshmi, J Priya. RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(2):1626-1632.

Harvard Style

M, Gokula Prasath, S, Anusurya, M, Lakshmi, & J, Priya (2024) 'RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS', International Journal of Advance Research and Innovative Ideas In Education, 10(2), pp. 1626-1632.

Chicago Style

M, Gokula Prasath, et al. "RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 1626-1632.

Turabian Style

M, Gokula Prasath, et al. "RECOGNITION OF EMOTIONS BY THE INTERPRETATION OF ECG AND EEG BRAIN SIGNALS." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 1626-1632.