3 papers
cs.LG2025
Functional embeddings enable Aggregation of multi-area SEEG recordings over subjects and sessions
Sina Javadzadeh, Rahil Soroushmojdehi, S. Alireza Seyyed Mousavi +3
Aggregating intracranial recordings across subjects is challenging since electrode count, placement, and covered regions vary widely. Spatial normalization methods like MNI coordin…
cs.LG2025
Disentangling Shared and Private Neural Dynamics with SPIRE: A Latent Modeling Framework for Deep Brain Stimulation
Rahil Soroushmojdehi, Sina Javadzadeh, Mehrnaz Asadi +1
Disentangling shared network-level dynamics from region-specific activity is a central challenge in modeling multi-region neural data. We introduce SPIRE (Shared-Private Inter-Regi…
q-bio.NC2025
BACE: Behavior-Adaptive Connectivity Estimation for Interpretable Graphs of Neural Dynamics
Mehrnaz Asadi, Sina Javadzadeh, Rahil Soroushmojdehi +2
Understanding how distributed brain regions coordinate to produce behavior requires models that are both predictive and interpretable. We introduce Behavior-Adaptive Connectivity E…