Research

Selected research projects and publications in systems neuroscience, neural computation, information flow, and behavior. Much of this work focuses on how neural circuits coordinate network states and generate behavioral outcomes.

For a full publication list, see my Google Scholar profile.

Circuit-based mechanisms of affective processing

Review of altered amygdala circuit dynamics in psychiatric illness, emphasizing biased information routing and its role in affective state disruption.

Interpretable Machine Learning for Seizure Detection

An open-source ML tool for automated, bias-reduced seizure detection in electrographic recordings.

Experiences alter information routing in the brain and behavioral outcomes

Experience-dependent changes in BLA neuron activity alter information flow, shaping behavior.

Allopregnanolone alters network activity and promotes positive affective states

Neurosteroid modulation of oscillatory states in the amygdala explains the long-lasting antidepressant effects of allopregnanolone and its analogs.