Article

A dissociation between the use of implicit and explicit priors in perceptual inference

2023-08-18

Abstract excerpt

The brain constantly uses prior knowledge of the statistics of its environment to shape perception. These statistics are often implicit (not directly observable) and gradually learned from observation; but they can also be explicitly communicated to the observer, especially in humans. In value-based decision-making, these priors are treated differently depending on their implicit or explicit origin creating the “e...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: e495433d-f989-5c60-a933-04020b4af16c
DOI: 10.1101/2023.08.18.553834

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A dissociation between the use of implicit and explicit priors in perceptual inferenceDOI 10.1101/2023.08.18.553834Read

Are we really Bayesian? Probabilistic inference shows sub-optimal knowledge transferSemantic proximity Read

Implicit and explicit learning of Bayesian priors differently impacts bias during perceptual decision-makingSemantic proximity Read

Long-term perceptual priors drive confidence bias that favors prior-congruent evidenceSemantic proximity Read

Policies or Knowledge: Priors differ between perceptual and sensorimotor tasksSemantic proximity Read

Categorical judgments do not modify sensory information in working memorySemantic proximity Read

Sampling from Implicit Bayesian Models: Towards a General Framework for Cognitive ModelingSemantic proximity Read

Challenging the Bayesian confidence hypothesis in perceptual decision makingSemantic proximity Read

Neural Measures of Human Decision Making Track Evidence Accumulation in Learned SpaceSemantic proximity Read

A low-dimensional approximation of optimal confidenceSemantic proximity Read

Modality Independent or Modality Specific? Common Computations Underlie Confidence Judgements in Visual and Auditory DecisionsSemantic proximity Read

How do humans give confidence? A comprehensive comparison of process models of perceptual metacognitionSemantic proximity Read

Subjective confidence reveals the hierarchical nature of learning under uncertaintySemantic proximity Read