Nature Communications (Jun 2020)
The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs
Abstract
Here, the authors show that rats’ performance on olfactory decision tasks is best explained by a Bayesian model that combines reinforcement-based learning with accumulation of uncertain sensory evidence. The results suggest that learning is a critical factor contributing to speed-accuracy tradeoffs.