2 papers
cs.LG2025
Consumer-friendly EEG-based Emotion Recognition System: A Multi-scale Convolutional Neural Network Approach
Tri Duc Ly, Gia H. Ngo
EEG is a non-invasive, safe, and low-risk method to record electrophysiological signals inside the brain. Especially with recent technology developments like dry electrodes, consum…
cs.LG2024
GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Imaging Studies
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
The Granger framework is useful for discovering causal relations in time-varying signals. However, most Granger causality (GC) methods are developed for densely sampled timeseries…