Subject independent emotion recognition using EEG signals employing attention driven neural networks

AS Rajpoot, MR Panicker - Biomedical Signal Processing and Control, 2022 - Elsevier
Electroencephalogram (EEG) based emotional analysis has been employed in medical
science, security and human–computer interaction with good success. In the recent past …

Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks

AS Rajpoot, MR Panicker - arXiv preprint arXiv:2106.03461, 2021 - arxiv.org
In the recent past, deep learning-based approaches have significantly improved the
classification accuracy when compared to classical signal processing and machine learning …