Sajila D. Wickramaratne

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Electrical Activity

Early Detection

Top Venues

Publications

Sajila D. Wickramaratne, Ankit Parekh
SleepSIM: Conditional GAN-based non-REM sleep EEG Signal Generator. EMBC (2023)
Sajila D. Wickramaratne, Md Shaad Mahmud
Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data. Frontiers Big Data 4 (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud
LSTM based GAN Networks for Enhancing Ternary Task Classification Using fNIRS Data. EMBC (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud
A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS. CoRR (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud
A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data. CoRR (2021)
Sajila D. Wickramaratne, Md Shaad Mahmud, Robert S. Ross
Use of Brain Electrical Activity to Classify People with Concussion: A Deep Learning Approach. ICC (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud
Automatic Detection of Respiratory Effort Related Arousals With Deep Neural Networks From Polysomnographic Recordings. EMBC (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud
Bi-Directional Gated Recurrent Unit Based Ensemble Model for the Early Detection of Sepsis. EMBC (2020)
Sajila D. Wickramaratne, Md Shaad Mahmud
A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data. HealthCom (2020)