Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach. - Talha Siddique; Md Shaad Mahmud (HealthCom, 2020)

Real-Time Machine Learning Enabled Low-Cost Magnetometer System. - Talha Siddique; Md Shaad Mahmud (IEEE SENSORS, 2022)

A Surrogate Tiny Machine Learning Model of Variational Autoencoder For Real-Time Baseline Correction of Magnetometer Data. - Talha Siddique; Shaad Mahmud (ICNC, 2024)

Physics-Enhanced TinyML for Real- Time Detection of Ground Magnetic Anomalies. - Talha Siddique; Md Shaad Mahmud (IEEE Access, 2024)