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Topic: statistical context

ePoster
1 ePoster

In Neuroscience

ePoster · Neuroscience

Neural network dynamics underlying context-dependent perceptual decision making

Yuxiu Shao, Srdjan Ostojic, Manuel Molano-Mazon, Ainhoa Hermoso-Mendizabal, Lejla Bektic, Jaime de la Rocha · COSYNE 2023

Fri, Mar 10, 2023

In perceptual judgments, sensory information is typically combined with contextual information which can determine the prior statistics. In a previously developed 2AFC auditory categorization task in which the stimulus sequence included two different statistical contexts, rats can capitalize on the context information but only in after-correct trials; in after-error trials, they consistently deviate from optimal behavior by waiving the accumulated context evidence (Hermoso-Mendizabal et al. 2020). Recently, it has been shown that Recurrent Neural Networks (RNNs) pre-trained in a naturalistic t