3 papers
q-bio.NC2026
Poisson Flow Model of Cortical Folding Pattern
Moo K. Chung, Luigi Maccotta, Aaron Struck
Cortical folding reflects coordinated neurodevelopmental processes and provides a sensitive marker of neurological disease. In juvenile myoclonic epilepsy (JME), structural abnorma…
q-bio.NC2026
Counterfactual Analysis of Brain Network Dynamics
Moo K. Chung, Luigi Maccotta, Aaron Struck
Causal inference in brain networks has traditionally relied on regression-based models such as Granger causality, structural equation modeling, and dynamic causal modeling. While e…
q-bio.NC2025
Topological Time Frequency Analysis of Functional Brain Signals
Moo K. Chung, Aaron F. Struck
We present a novel topological framework for analyzing functional brain signals using time-frequency analysis. By integrating persistent homology with time-frequency representation…