Decoding the neural signatures of valence and arousal from portable EEG headset

Emotion classification using electroencephalography (EEG) data and machine learning techniques have been on the rise in the recent past. However, past studies use data from medical-grade EEG setups with long set-up times and environment constraints. This paper focuses on classifying emotions on the...

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Bibliographic Details
Main Authors: Nikhil Garg, Rohit Garg, Apoorv Anand, Veeky Baths
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2022.1051463/full