3 papers
eess.SP2022
Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes
Monira Islam, Tan Lee
In this study, the Multivariate Empirical Mode Decomposition (MEMD) approach is applied to extract features from multi-channel EEG signals for mental state classification. MEMD is…
eess.SP2022
MEMD-HHT based Emotion Detection from EEG using 3D CNN
Monira Islam, Tan Lee
In this study, the Multivariate Empirical Mode Decomposition (MEMD) is applied to multichannel EEG to obtain scale-aligned intrinsic mode functions (IMFs) as input features for emo…
eess.SP2021
EEG based stress analysis using rhythm specific spectral feature for video gameplay
Shidhartho Roy, Monira Islam, Md. Salah Uddin Yusuf +1
For the emerging significance of mental stress, various research directives have been established over time to better understand the causes of stress and how to deal with it. In re…