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Topic: inter-area interactions

ePoster
1 ePoster

In Artificial Intelligence and Behavioral Neuroscience

ePoster · Computational Neuroscience

Estimating flexible across-area communication with neurally-constrained RNNs

Joao Barbosa, Adrian Valente, Scot Brincat, Earl Miller, Srdjan Ostojic · Bernstein Conference 2024

Previous work investigating the neural dynamics underlying context-dependent decision making typically analyses a single brain region or recurrent neural network (RNN) [1,2]. However, evidence suggests that the information required to solve tasks is distributed across multiple regions [3]. Here, we investigate the neural dynamics across seven brain regions of the non-human primate brain where such distributed information has been observed[3]. By examining within-region geometry and dynamics, we identified significant differences not captured by classical decoding analyses. Using multi-regional