From Computation to Large-scale Neural Circuitry in Human Belief Updating
Tobias Donner · University Medical Center Hamburg-Eppendorf
Wed, Jun 29, 2022 · 17:00 UTC
Many decisions under uncertainty entail dynamic belief updating: multiple pieces of evidence informing about the state of the environment are accumulated across time to infer the environmental state, and choose a corresponding action. Traditionally, this process has been conceptualized as a linear and perfect (i.e., without loss) integration of sensory information along purely feedforward sensory-motor pathways. Yet, natural environments can undergo hidden changes in their state, which requires a non-linear accumulation of decision evidence that strikes a tradeoff between stability and flexibi