Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network. - Jathurshan Pradeepkumar; Mithunjha Anandakumar; Vinith Kugathasan; Thilina Dulantha Lalitharatne; Anjula C. De Silva; Simon Lind Kappel (EMBC, 2021)

Towards Interpretable Sleep Stage Classification Using Cross-Modal Transformers. - Jathurshan Pradeepkumar; Mithunjha Anandakumar; Vinith Kugathasan; Dhinesh Suntharalingham; Simon Lind Kappel; Anjula C. De Silva; Chamira U. S. Edussooriya (CoRR, 2022)

Multiclass Alignment of Confidence and Certainty for Network Calibration. - Vinith Kugathasan; Muhammad Haris Khan (DAGM, 2023)

Matching Confidences and Softened Target Occurrences for Calibration. - Vinith Kugathasan; Honglu Zhou; Zachary Izzo; Gayal Kuruppu; Sanoojan Baliah; Muhammad Haris Khan (DICTA, 2024)