Robert Louie Treuting

Neuronal Decoding of Decisions in Multidimensional Feature Space Using a Gated Recurrent Variational Autoencoder

This paper develops a gated recurrent variational autoencoder to decode decision-making from neuronal data in monkeys, showing comparable accuracy in multidimensional feature space.

Adaptive Reinforcement Learning is causally supported by Anterior Cingulate Cortex and Striatum

This study shows that ACC and striatum causally adjust exploration-exploitation balance during reinforcement learning, with opposing effects on learning from reward outcomes.

Transcranial Ultrasound Stimulation in Anterior Cingulate Cortex Impairs Information Sampling and Learning in Loss Contexts

This study shows that disrupting the anterior cingulate cortex with ultrasound impairs learning from loss experiences, especially under high cognitive demand.