Mahsa Shoaran

This paper decodes defensive behaviors from LFP signals in rats using feature selection and machine learning, finding that high-gamma power and inter-regional connectivity are most informative.

The paper uses EEG and machine learning to classify navigational uncertainty during wayfinding tasks in a virtual environment, achieving 0.70 ROC-AUC.