Publications
Biomedical Physics & Engineering Express
Subject-independent emotion recognition with EEG bispectral quadratic phase coupling features and explainable machine learningKumar H, Ganapathy N, Puthankattil SD, Swaminathan R
Annals of Biomedical Engineering
Three-Phase Seizure Segmentation in Stereotactic EEG Using Envelope-Based Multivariate Changepoint AnalysisKumar H, Seshadri NPG, Martinez D, Najm I, Alexopoulos A, Bulacio JC, Serletis D, Krishnan B
Biomedical Signal Processing and Control
EEG-based emotion recognition using super-resolution superlet transform and self-attention convolutional neural networkKumar H, Govindarajan S, Ramakrishnan MS, Karthick PA, Ganapathy N
Epilepsia
Presurgical MEG-derived network control metrics distinguish successful hippocampal resection vs sparing in temporal lobe epilepsy
Seshadri NPG, Kumar H, John NS, Alexopoulos AV, Burgess RC, Murakami H, et al.
IEEE Sensors Letters
Analysis of Dynamics of EEG Signals in Emotional Valence Using Super-Resolution Superlet TransformKumar H, Ganapathy N, Swaminathan R
Human Brain Mapping
Functional Brain Networks of Trait Impulsivity: A Connectome-Based Predictive Modeling AnalysisHüpen P, Kumar H, Swaminathan R, Habel U, Wagels L
IEEE Access
Exploring Central-Peripheral Nervous System Interaction Through Multimodal Biosignals: A Systematic ReviewBanik S, Kumar H, Ganapathy N, Swaminathan R
International Journal of Neural Systems
Impulsivity Classification Using EEG Power and Explainable Machine LearningHüpen P, Kumar H*, Shymanskaya A, Swaminathan R, Habel U
