Arkady Konovalov

Neural Dynamics of Belief and Value Computations Guiding Strategic Social Decisions

The paper identifies temporally structured neural dynamics underlying strategic social decisions using EEG and computational modeling of belief and value computations.

Separable neurocomputational mechanisms underlying multisensory learning

The paper identifies distinct neurocomputational mechanisms for multisensory learning using a novel task and fMRI, showing dissociable networks for statistical learning, reinforcement learning, and outcome surprise.

Striatal Value Signals Track Progress Toward a Goal During Planning

The paper shows that striatal value signals track progress toward a goal during planning, supporting a goal gradient rather than full forward-planning models.

Salience-based information integration: An overarching function of the "social brain"?

The paper investigates the function of the social brain network by testing whether it integrates information into salient configurations in both social and non-social contexts.

A unified neural account of contextual and individual differences in altruism

The paper uses computational modeling and EEG to study how contextual and individual differences in altruism arise from distinct neural processes during decision-making.