15 citations · 17 across the 6 of their papers we have counts for
4 papers · 1 filter
SSL-SE-EEG: A Framework for Robust Learning from Unlabeled EEG Data with Self-Supervised Learning and Squeeze-Excitation Networks
Meghna Roy Chowdhury, Yi Ding, Shreyas Sen
Electroencephalography (EEG) plays a crucial role in brain-computer interfaces (BCIs) and neurological diagnostics, but its real-world deployment faces challenges due to noise arti…
Design-Space Exploration of Distributed Neural Networks in Low-Power Wearable Nodes
Meghna Roy Chowdhury, Ming-che Li, Archisman Ghosh +2
Wearable devices increasingly support intelligent applications such as augmented reality, continuous health monitoring, and vision-based interaction. However, the neural networks (…
Keystroke Detection by Exploiting Unintended RF Emission from Repaired USB Keyboards
Md Faizul Bari, Yi Xie, Meghna Roy Choudhury +1
Electronic devices and cables inadvertently emit RF emissions as a byproduct of signal processing and/or transmission. Labeled as electromagnetic emanations, they form an EM side-c…
Predicting and Understanding College Student Mental Health with Interpretable Machine Learning
Meghna Roy Chowdhury, Wei Xuan, Shreyas Sen +2
Mental health issues among college students have reached critical levels, significantly impacting academic performance and overall wellbeing. Predicting and understanding mental he…