Literature DB >> 20705502

Causal inference in perception.

Ladan Shams1, Ulrik R Beierholm.   

Abstract

Until recently, the question of how the brain performs causal inference has been studied primarily in the context of cognitive reasoning. However, this problem is at least equally crucial in perceptual processing. At any given moment, the perceptual system receives multiple sensory signals within and across modalities and, for example, has to determine the source of each of these signals. Recently, a growing number of studies from various fields of cognitive science have started to address this question and have converged to very similar computational models. Therefore, it seems that a common computational strategy, which is highly consistent with a normative model of causal inference, is exploited by the perceptual system in a variety of domains. 2010 Elsevier Ltd. All rights reserved.

Mesh:

Year:  2010        PMID: 20705502     DOI: 10.1016/j.tics.2010.07.001

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  102 in total

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4.  Causal inference accounts for heading perception in the presence of object motion.

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5.  Sensorimotor priors are effector dependent.

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6.  Perceptual attraction in tool use: evidence for a reliability-based weighting mechanism.

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7.  Causal Inference in Audiovisual Perception.

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Review 8.  Bayesian models: the structure of the world, uncertainty, behavior, and the brain.

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9.  Prior knowledge of spatiotemporal configuration facilitates crossmodal saccadic response : A TWIN analysis.

Authors:  Adele Diederich; Hans Colonius; Farid I Kandil
Journal:  Exp Brain Res       Date:  2016-03-15       Impact factor: 1.972

10.  Reciprocal Interactions Between Audition and Touch in Flutter Frequency Perception.

Authors:  Silvia Convento; Kira A Wegner-Clemens; Jeffrey M Yau
Journal:  Multisens Res       Date:  2019-01-01       Impact factor: 2.286

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