Publications
Publications by categories in reversed chronological order. The * denotes equal first authors.
2024
-
Toward interpretable sleep stage classification using cross-modal transformers
Jathurshan Pradeepkumar*, Mithunjha Anandakumar*, Vinith Kugathasan, Dhinesh Suntharalingham, Simon L Kappel, Anjula De Silva, and Chamira US Edussooriya
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024.
2023
-
DEEP-squared: Deep Learning Powered De-scattering with Excitation Patterning
Navodini Wijethilake*, Mithunjha Anandakumar*, Cheng Zheng, Peter T. C. So, Murat Yildirim, and Dushan N. Wadduwage
Light : Science and Applications, 2023. -
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data
Mithunjha Anandakumar*, Jathurshan Pradeepkumar*, Simon L Kappel, Chamira US Edussooriya, and Anjula De Silva
2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023.
2022
- Towards Accurate Cross-Domain In-Bed Human Pose Estimation
Mohamed Afham*, Udith Haputhanthri*, Jathurshan Pradeepkumar*, Mithunjha Anandakumar, Ashwin De Silva, and Chamira US Edussooriya
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
2021
- Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network
Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Thilina D Lalitharatne, Anjula C De Silva, and Simon L Kappel
In Proceedings of International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021.