Litcius/Paper detail

The temporal context in bayesian models of interval timing: Recent advances and future directions.

Renata Sadibolova, Devin B. Terhune

2022Behavioral Neuroscience16 citationsDOIOpen Access PDF

Abstract

). Recent Bayesian models of interval timing have provided important insights regarding these observations, but questions remain as to how exposure to past intervals shapes perceived time. In this article, we provide a brief overview of Bayesian models of interval timing and their contribution to current understanding of context effects. We then proceed to highlight recent developments in the field concerning precision weighting of Bayesian evidence in both healthy timing and disease and the neurophysiological and neurochemical signatures of timing prediction errors. We further aim to bring attention to current outstanding questions for Bayesian models of interval timing, such as the likelihood conceptualization. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Topics & Concepts

Bayesian probabilityContext (archaeology)Time perceptionWeightingPsychologyConceptualizationBayesian inferenceInterval (graph theory)Cognitive psychologyCognitionComputer scienceArtificial intelligenceNeuroscienceMathematicsMedicinePaleontologyCombinatoricsBiologyRadiologyNeuroscience and Music PerceptionMusic and Audio ProcessingNeural dynamics and brain function