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Active inference and oculomotor pursuit: the dynamic causal modelling of eye movements.

Adams, RA; Aponte, E; Marshall, L; Friston, KJ; (2015) Active inference and oculomotor pursuit: the dynamic causal modelling of eye movements. J Neurosci Methods , 242 1 - 14. 10.1016/j.jneumeth.2015.01.003. Green open access

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Abstract

This paper introduces a new paradigm that allows one to quantify the Bayesian beliefs evidenced by subjects during oculomotor pursuit. Subjects' eye tracking responses to a partially occluded sinusoidal target were recorded non-invasively and averaged. These response averages were then analysed using dynamic causal modelling (DCM). In DCM, observed responses are modelled using biologically plausible generative or forward models - usually biophysical models of neuronal activity.

Type: Article
Title: Active inference and oculomotor pursuit: the dynamic causal modelling of eye movements.
Location: Netherlands
Open access status: An open access version is available from UCL Discovery
DOI: 10.1016/j.jneumeth.2015.01.003
Publisher version: http://dx.doi.org/10.1016/j.jneumeth.2015.01.003
Language: English
Additional information: © 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Keywords: Active inference, Dynamic causal modelling, Oculomotor control, Precision, Pursuit
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology > Imaging Neuroscience
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/1463893
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