Srinivas Govinda Surampudi

Bayesian generative modeling reveals a multi-modal hierarchical architecture in the mouse functional connectome

The paper uses Bayesian generative modeling to show the mouse brain's functional connectome has multiple co-dominant organizational configurations rather than a single structure.

Threat and reward imminence processing in the human brain

This study investigates the dynamics of aversive and appetitive processing in the human brain during threat-avoidance and reward-seeking tasks, revealing temporally increasing responses in multiple brain regions.

Learning brain dynamics for decoding and predicting individual differences

This paper introduces a recurrent neural network-based framework to decode and predict individual differences in brain dynamics using fMRI data from movie-watching and experimental conditions.