Karl J Friston

Karl J Friston

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Karl J Friston

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A guide to group effective connectivity analysis, part 2: Second level analysis with PEB.

Neuroimage 2019 Oct 18;200:12-25. Epub 2019 Jun 18.

Wellcome Centre for Human Neuroimaging, 12 Queen Square, London, WC1N 3AR, UK.

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http://dx.doi.org/10.1016/j.neuroimage.2019.06.032DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6711451PMC
October 2019

A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI.

Neuroimage 2019 Oct 19;200:174-190. Epub 2019 Jun 19.

Wellcome Centre for Human Neuroimaging, 12 Queen Square, London, WC1N 3AR, UK.

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http://dx.doi.org/10.1016/j.neuroimage.2019.06.031DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6711459PMC
October 2019

Neurocomputational mechanisms underlying emotional awareness: insights afforded by deep active inference and their potential clinical relevance.

Neurosci Biobehav Rev 2019 Sep 10. Epub 2019 Sep 10.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, UK.

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http://dx.doi.org/10.1016/j.neubiorev.2019.09.002DOI Listing
September 2019

The computational pharmacology of oculomotion.

Psychopharmacology (Berl) 2019 Aug 13;236(8):2473-2484. Epub 2019 Apr 13.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London, WC1N 3BG, UK.

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http://dx.doi.org/10.1007/s00213-019-05240-0DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6695358PMC
August 2019

Dynamic Causal Modelling of Active Vision.

J Neurosci 2019 Aug 10;39(32):6265-6275. Epub 2019 Jun 10.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, United Kingdom.

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http://dx.doi.org/10.1523/JNEUROSCI.2459-18.2019DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6687902PMC
August 2019

Modeling subjective belief states in computational psychiatry: interoceptive inference as a candidate framework.

Psychopharmacology (Berl) 2019 Aug 22;236(8):2405-2412. Epub 2019 Jun 22.

Wellcome Centre for Human Neuroimaging, University College London, London, England.

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http://dx.doi.org/10.1007/s00213-019-05300-5DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6697568PMC
August 2019

Bayesian Modelling of Induced Responses and Neuronal Rhythms.

Brain Topogr 2019 07 7;32(4):569-582. Epub 2016 Oct 7.

The Wellcome Trust Centre for Neuroimaging, University College London, London, WC1N 3BG, UK.

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http://dx.doi.org/10.1007/s10548-016-0526-yDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6592965PMC
July 2019

With an eye on uncertainty: Modelling pupillary responses to environmental volatility.

PLoS Comput Biol 2019 Jul 5;15(7):e1007126. Epub 2019 Jul 5.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.1371/journal.pcbi.1007126DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636765PMC
July 2019

Prefrontal Computation as Active Inference.

Cereb Cortex 2019 Jul 11. Epub 2019 Jul 11.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, UK.

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http://dx.doi.org/10.1093/cercor/bhz118DOI Listing
July 2019

The role of the hippocampus in weighting expectations during inference under uncertainty.

Cortex 2019 Jun 23;115:1-14. Epub 2019 Jan 23.

The Wellcome Trust Centre for Neuroimaging, UCL, London, UK; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, UK.

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http://dx.doi.org/10.1016/j.cortex.2019.01.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6533111PMC
June 2019

Thalamocortical dynamics underlying spontaneous transitions in beta power in Parkinsonism.

Neuroimage 2019 06 9;193:103-114. Epub 2019 Mar 9.

Medical Research Council Brain Network Dynamics Unit, University of Oxford, Oxford, UK; Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of Oxford, Oxford, UK. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2019.03.009DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6503152PMC
June 2019

Oscillatory, Computational, and Behavioral Evidence for Impaired GABAergic Inhibition in Schizophrenia.

Schizophr Bull 2019 Jun 20. Epub 2019 Jun 20.

CUBRIC, School of Psychology, College of Biomedical and Life Sciences, Cardiff University, Cardiff, UK.

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http://dx.doi.org/10.1093/schbul/sbz066DOI Listing
June 2019

Variational representational similarity analysis.

Neuroimage 2019 Jun 28:115986. Epub 2019 Jun 28.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, UCL, WC1N 3AR, UK. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2019.06.064DOI Listing
June 2019

Analysis of family-wise error rates in statistical parametric mapping using random field theory.

Hum Brain Mapp 2019 May 1;40(7):2052-2054. Epub 2017 Nov 1.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London, WC1N 3BG, United Kingdom.

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http://dx.doi.org/10.1002/hbm.23839DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6585687PMC
May 2019

Entorhinal transformations in abstract frames of reference.

PLoS Biol 2019 May 2;17(5):e3000230. Epub 2019 May 2.

Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.1371/journal.pbio.3000230DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497227PMC
May 2019

Computational mechanisms of curiosity and goal-directed exploration.

Elife 2019 May 10;8. Epub 2019 May 10.

Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom.

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http://dx.doi.org/10.7554/eLife.41703DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6510535PMC
May 2019

The hierarchically mechanistic mind: an evolutionary systems theory of the human brain, cognition, and behavior.

Cogn Affect Behav Neurosci 2019 May 21. Epub 2019 May 21.

Cognition & Philosophy Lab, Monash University, Clayton, VIC, Australia.

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http://link.springer.com/10.3758/s13415-019-00721-3
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http://dx.doi.org/10.3758/s13415-019-00721-3DOI Listing
May 2019

Thinking Through Other Minds: A Variational Approach to Cognition and Culture.

Behav Brain Sci 2019 May 30:1-97. Epub 2019 May 30.

1.Division of Social and Transcultural Psychiatry, Department of Psychiatry,McGill University,1033 Pine Avenue, Montreal, QC,Canada.

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http://dx.doi.org/10.1017/S0140525X19001213DOI Listing
May 2019

Selective Prefrontal Disinhibition in a Roving Auditory Oddball Paradigm Under N-Methyl-D-Aspartate Receptor Blockade.

Biol Psychiatry Cogn Neurosci Neuroimaging 2019 02 13;4(2):140-150. Epub 2018 Aug 13.

Developmental Neurosciences Programme, UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom.

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http://dx.doi.org/10.1016/j.bpsc.2018.07.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374982PMC
February 2019

Effective connectivity changes in LSD-induced altered states of consciousness in humans.

Proc Natl Acad Sci U S A 2019 02 28;116(7):2743-2748. Epub 2019 Jan 28.

Neuropsychopharmacology and Brain Imaging, Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital for Psychiatry Zurich, 8006 Zurich, Switzerland.

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http://dx.doi.org/10.1073/pnas.1815129116DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6377471PMC
February 2019

Neuronal message passing using Mean-field, Bethe, and Marginal approximations.

Sci Rep 2019 Feb 13;9(1):1889. Epub 2019 Feb 13.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, London, WC1N 3BG, UK.

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http://dx.doi.org/10.1038/s41598-018-38246-3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374414PMC
February 2019

Linking structural and effective brain connectivity: structurally informed Parametric Empirical Bayes (si-PEB).

Brain Struct Funct 2019 Jan 9;224(1):205-217. Epub 2018 Oct 9.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London (UCL), London, WC1N 3BG, UK.

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http://dx.doi.org/10.1007/s00429-018-1760-8DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6373362PMC
January 2019

Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model.

PLoS Comput Biol 2019 01 4;15(1):e1006267. Epub 2019 Jan 4.

School of Physiology, Pharmacology and Neuroscience, University of Bristol, Bristol, United Kingdom.

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http://dx.doi.org/10.1371/journal.pcbi.1006267DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6334975PMC
January 2019

Variational ecology and the physics of sentient systems.

Phys Life Rev 2019 Jan 7. Epub 2019 Jan 7.

Wellcome Trust Centre for Neuroimaging, University College London, London, WC1N 3BG, UK.

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https://linkinghub.elsevier.com/retrieve/pii/S15710645193000
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http://dx.doi.org/10.1016/j.plrev.2018.12.002DOI Listing
January 2019

Passive motion and active inference: Commentary on "Muscleless motor synergies and actions without movements: From motor neuroscience to cognitive robotics" by Vishwanathan Mohan, Ajaz Bhat and Pietro Morasso.

Phys Life Rev 2019 Jan 18. Epub 2019 Jan 18.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, WC1N 3AR, UK. Electronic address:

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http://dx.doi.org/10.1016/j.plrev.2019.01.004DOI Listing
January 2019

Optimizing Data for Modeling Neuronal Responses.

Front Neurosci 2018 10;12:986. Epub 2019 Jan 10.

Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.3389/fnins.2018.00986DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6335328PMC
January 2019

The hierarchically mechanistic mind: A free-energy formulation of the human psyche.

Phys Life Rev 2019 Jan 10. Epub 2019 Jan 10.

Wellcome Trust Centre for Neuroimaging, University College London, London, WC1N3BG, UK; Department of Philosophy, McGill University, Montreal, Quebec, H3A 2T7, Canada; Division of Social and Transcultural Psychiatry, Department of Psychiatry, McGill University, Montreal, Quebec, H3A 1A1, Canada.

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http://dx.doi.org/10.1016/j.plrev.2018.10.002DOI Listing
January 2019

The value of uncertainty: An active inference perspective.

Behav Brain Sci 2019 01;42:e47

Wellcome Trust Centre for Neuroimaging,University College London,London WC1N

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http://dx.doi.org/10.1017/S0140525X18002066DOI Listing
January 2019

Structural and effective brain connectivity underlying biological motion detection.

Proc Natl Acad Sci U S A 2018 12 4;115(51):E12034-E12042. Epub 2018 Dec 4.

Department of Psychiatry and Psychotherapy, University of Tübingen Medical School, 72076 Tübingen, Germany.

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http://dx.doi.org/10.1073/pnas.1812859115DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6305007PMC
December 2018

Corrigendum: Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.

Front Psychol 2018 10;9:2493. Epub 2018 Dec 10.

Department of Psychiatry and Behavioral Sciences, The Johns Hopkins Hospital, Baltimore, MD, United States.

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http://dx.doi.org/10.3389/fpsyg.2018.02493DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6295617PMC
December 2018

Generic dynamic causal modelling: An illustrative application to Parkinson's disease.

Neuroimage 2018 11 18;181:818-830. Epub 2018 Aug 18.

Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, London, UK.

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http://dx.doi.org/10.1016/j.neuroimage.2018.08.039DOI Listing
November 2018

The Anatomy of Inference: Generative Models and Brain Structure.

Front Comput Neurosci 2018 13;12:90. Epub 2018 Nov 13.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, London, United Kingdom.

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https://www.frontiersin.org/article/10.3389/fncom.2018.00090
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http://dx.doi.org/10.3389/fncom.2018.00090DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6243103PMC
November 2018

Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions.

Neuroimage 2018 10 9;180(Pt B):534-546. Epub 2017 Oct 9.

Departments of Neurology, Radiology, Anatomy of Neurobiology, School of Medicine, Washington University, St. Louis, St Louis, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2017.09.061DOI Listing
October 2018

Dynamic effective connectivity in resting state fMRI.

Neuroimage 2018 10 20;180(Pt B):594-608. Epub 2017 Nov 20.

The Wellcome Trust Centre for Neuroimaging, University College London, London, UK; Department of Electronic Engineering, NED University of Engineering and Technology, Karachi, Pakistan; Monash Biomedical Imaging and Monash Institute of Cognitive & Clinical Neurosciences, Monash University, Clayton, Australia.

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http://dx.doi.org/10.1016/j.neuroimage.2017.11.033DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6138953PMC
October 2018

What is mood? A computational perspective.

Psychol Med 2018 10 26;48(14):2277-2284. Epub 2018 Feb 26.

University College London,London,UK.

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http://dx.doi.org/10.1017/S0033291718000430DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6340107PMC
October 2018

Accurate modeling of temporal correlations in rapidly sampled fMRI time series.

Hum Brain Mapp 2018 10 8;39(10):3884-3897. Epub 2018 Jun 8.

Wellcome Centre for Human Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.1002/hbm.24218DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6175228PMC
October 2018

Free-energy minimization in joint agent-environment systems: A niche construction perspective.

J Theor Biol 2018 Oct 27;455:161-178. Epub 2018 Jul 27.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London WC1N 3BG, UK. Electronic address:

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http://dx.doi.org/10.1016/j.jtbi.2018.07.002DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117456PMC
October 2018

NMDA-receptor antibodies alter cortical microcircuit dynamics.

Proc Natl Acad Sci U S A 2018 10 27;115(42):E9916-E9925. Epub 2018 Sep 27.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London WC1N 3AR, United Kingdom.

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http://dx.doi.org/10.1073/pnas.1804846115DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6196513PMC
October 2018

Attention or salience?

Curr Opin Psychol 2018 Oct 15;29:1-5. Epub 2018 Oct 15.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, UK.

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https://linkinghub.elsevier.com/retrieve/pii/S2352250X183015
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http://dx.doi.org/10.1016/j.copsyc.2018.10.006DOI Listing
October 2018

Active Inference and Cognitive Consistency.

Authors:
Karl J Friston

Psychol Inq 2018 10;29(2):67-73. Epub 2018 Oct 10.

The Wellcome Centre for Human Neuroimaging, Institute of Neurology, London, United Kingdom.

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https://www.tandfonline.com/doi/full/10.1080/1047840X.2018.1
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http://dx.doi.org/10.1080/1047840X.2018.1480693DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6191887PMC
October 2018

A Bayesian Account of Psychopathy: A Model of Lacks Remorse and Self-Aggrandizing.

Comput Psychiatr 2018 Oct;2:92-140

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, UK.

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https://www.mitpressjournals.org/doi/abs/10.1162/cpsy_a_0001
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http://dx.doi.org/10.1162/cpsy_a_00016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6184370PMC
October 2018

Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.

Front Psychol 2018 31;9:2087. Epub 2018 Oct 31.

Department of Psychiatry and Behavioral Sciences, The Johns Hopkins Hospital, Baltimore, MD, United States.

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https://www.frontiersin.org/article/10.3389/fpsyg.2018.02087
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http://dx.doi.org/10.3389/fpsyg.2018.02087DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6220670PMC
October 2018

The Discrete and Continuous Brain: From Decisions to Movement-And Back Again.

Neural Comput 2018 09 12;30(9):2319-2347. Epub 2018 Jun 12.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, U.K.

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http://dx.doi.org/10.1162/neco_a_01102DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115199PMC
September 2018

Active Inference in OpenAI Gym: A Paradigm for Computational Investigations Into Psychiatric Illness.

Biol Psychiatry Cogn Neurosci Neuroimaging 2018 09 10;3(9):809-818. Epub 2018 Jul 10.

Department of Engineering Mathematics, Merchant Venturers School of Engineering, University of Bristol, Bristol, United Kingdom; Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.

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http://dx.doi.org/10.1016/j.bpsc.2018.06.010DOI Listing
September 2018

Precision and False Perceptual Inference.

Front Integr Neurosci 2018 20;12:39. Epub 2018 Sep 20.

Institute of Neurology, Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom.

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http://dx.doi.org/10.3389/fnint.2018.00039DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158318PMC
September 2018

Planning and navigation as active inference.

Biol Cybern 2018 08 23;112(4):323-343. Epub 2018 Mar 23.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London (UCL), 12 Queen Square, London, WC1N 3BG, UK.

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http://dx.doi.org/10.1007/s00422-018-0753-2DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6060791PMC
August 2018

Active Inference, Novelty and Neglect.

Curr Top Behav Neurosci 2018 Aug 18. Epub 2018 Aug 18.

Wellcome Centre for Human Neuroimaging, Institute of Neurology, University College London, London, UK.

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http://dx.doi.org/10.1007/7854_2018_61DOI Listing
August 2018

Calcium imaging and dynamic causal modelling reveal brain-wide changes in effective connectivity and synaptic dynamics during epileptic seizures.

PLoS Comput Biol 2018 08 23;14(8):e1006375. Epub 2018 Aug 23.

Department of Developmental Neurobiology & MRC Center for Neurodevelopmental Disorders, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.

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http://dx.plos.org/10.1371/journal.pcbi.1006375
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http://dx.doi.org/10.1371/journal.pcbi.1006375DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6124808PMC
August 2018

Altered intrinsic and extrinsic connectivity in schizophrenia.

Neuroimage Clin 2018 5;17:704-716. Epub 2017 Dec 5.

The Wellcome Trust Centre for Neuroimaging, University College London, Queen Square, London WC1N 3BG, UK.

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http://dx.doi.org/10.1016/j.nicl.2017.12.006DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5726753PMC
July 2018

Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia.

Schizophr Res 2018 Jul 10;197:386-391. Epub 2018 Jan 10.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, UK.

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http://dx.doi.org/10.1016/j.schres.2017.12.018DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6020132PMC
July 2018

Interoceptive inference: From computational neuroscience to clinic.

Neurosci Biobehav Rev 2018 07 22;90:174-183. Epub 2018 Apr 22.

Wellcome Trust Centre for Neuroimaging, University College London, UK.

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http://dx.doi.org/10.1016/j.neubiorev.2018.04.017DOI Listing
July 2018

Deep temporal models and active inference.

Neurosci Biobehav Rev 2018 Jul 8;90:486-501. Epub 2018 May 8.

Centre for Cognitive Neuroscience and Cognitive Systems and the School of Computing, University of Kent at Canterbury, Canterbury, Kent, CT2 7NF, United Kingdom; School of Psychology, University of Birmingham, Edgbaston, Birmingham, B15 2TT, United Kingdom. Electronic address:

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http://dx.doi.org/10.1016/j.neubiorev.2018.04.004DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5998386PMC
July 2018

Ion channels in EEG: isolating channel dysfunction in NMDA receptor antibody encephalitis.

Brain 2018 06;141(6):1691-1702

Department of Engineering Mathematics, Merchant Venturers School of Engineering, University of Bristol, 75 Woodland Rd, Bristol BS8 1UB, UK.

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http://dx.doi.org/10.1093/brain/awy107DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207885PMC
June 2018

Hierarchical disruption in the Bayesian brain: Focal epilepsy and brain networks.

Neuroimage Clin 2017 26;15:682-688. Epub 2017 May 26.

The Florey Institute of Neuroscience and Mental Health and The University of Melbourne, Austin Campus, Heidelberg, Victoria, Australia; Department of Neurology, Austin Health, Heidelberg, Victoria, Australia.

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http://dx.doi.org/10.1016/j.nicl.2017.05.019DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5486238PMC
April 2018

Effective connectivity during working memory and resting states: A DCM study.

Neuroimage 2018 04 25;169:485-495. Epub 2017 Dec 25.

Department of Nuclear Medicine, Yonsei University College of Medicine, Seoul, South Korea; Center for Systems and Translational Brain Sciences, Institute of Human Complexity and Systems Science, Yonsei University, Seoul, South Korea; BK21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, South Korea; Department of Cognitive Science, Yonsei University, Seoul, South Korea. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2017.12.067DOI Listing
April 2018

Hierarchical Active Inference: A Theory of Motivated Control.

Trends Cogn Sci 2018 04 20;22(4):294-306. Epub 2018 Feb 20.

Wellcome Trust Centre for Neuroimaging, UCL, London, UK.

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http://dx.doi.org/10.1016/j.tics.2018.01.009DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870049PMC
April 2018

A variational approach to niche construction.

J R Soc Interface 2018 04;15(141)

Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London, WC1N 3BG, UK.

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http://dx.doi.org/10.1098/rsif.2017.0685DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5938575PMC
April 2018

Variational neuroethology: Answering further questions: Reply to comments on "Answering Schrödinger's question: A free-energy formulation".

Phys Life Rev 2018 03 8;24:59-66. Epub 2018 Jan 8.

Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London, WC1N 3BG, UK. Electronic address:

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http://dx.doi.org/10.1016/j.plrev.2018.01.003DOI Listing
March 2018

Investigating the relationship between cardiac interoception and autonomic cardiac control using a predictive coding framework.

Auton Neurosci 2018 03 9;210:65-71. Epub 2018 Jan 9.

Psychiatry, Brighton and Sussex Medical School, Brighton BN1 9RR, UK; Sussex Partnership NHS Foundation Trust, Brighton BN1 9RRUK, UK; Sackler Centre for Consciousness Science, University of Sussex, BN1 9RR, UK.

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http://dx.doi.org/10.1016/j.autneu.2018.01.001DOI Listing
March 2018

Active inference and the anatomy of oculomotion.

Neuropsychologia 2018 03 31;111:334-343. Epub 2018 Jan 31.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG, UK. Electronic address:

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http://dx.doi.org/10.1016/j.neuropsychologia.2018.01.041DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5884328PMC
March 2018

MULAN: Evaluation and ensemble statistical inference for functional connectivity.

Neuroimage 2018 02 27;166:167-184. Epub 2017 Oct 27.

Aix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille, France. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2017.10.036DOI Listing
February 2018

The Hierarchical Organization of the Default, Dorsal Attention and Salience Networks in Adolescents and Young Adults.

Cereb Cortex 2018 02;28(2):726-737

The Wellcome Trust Centre for Neuroimaging, University College London, Queen Square, London WC1N 3BG, UK.

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http://dx.doi.org/10.1093/cercor/bhx307DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5929108PMC
February 2018

The Computational Anatomy of Visual Neglect.

Cereb Cortex 2018 02;28(2):777-790

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London WC1N 3BG, UK.

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http://dx.doi.org/10.1093/cercor/bhx316DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6005118PMC
February 2018

Human visual exploration reduces uncertainty about the sensed world.

PLoS One 2018 5;13(1):e0190429. Epub 2018 Jan 5.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0190429PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755757PMC
February 2018

Computational Neuropsychology and Bayesian Inference.

Front Hum Neurosci 2018 23;12:61. Epub 2018 Feb 23.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.3389/fnhum.2018.00061DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829460PMC
February 2018

Task relevance modulates the behavioural and neural effects of sensory predictions.

PLoS Biol 2017 Dec 4;15(12):e2003143. Epub 2017 Dec 4.

Oxford Centre for Human Brain Activity, Department of Psychiatry, University of Oxford, Oxford, United Kingdom.

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http://dx.doi.org/10.1371/journal.pbio.2003143DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730187PMC
December 2017

The perceptual shaping of anticipatory actions.

Proc Biol Sci 2017 Dec;284(1869)

Institute for Bioengineering of Catalonia (IBEC), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain

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http://dx.doi.org/10.1098/rspb.2017.1780DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5745402PMC
December 2017

The graphical brain: Belief propagation and active inference.

Netw Neurosci 2017 31;1(4):381-414. Epub 2017 Dec 31.

Eindhoven University of Technology, Department of Electrical Engineering, Eindhoven, The Netherlands.

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http://dx.doi.org/10.1162/NETN_a_00018DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5798592PMC
December 2017

Working memory, attention, and salience in active inference.

Sci Rep 2017 11 7;7(1):14678. Epub 2017 Nov 7.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, London, UK.

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http://dx.doi.org/10.1038/s41598-017-15249-0DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676961PMC
November 2017

Uncertainty, epistemics and active inference.

J R Soc Interface 2017 11;14(136)

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London WC1N 3BG, UK.

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http://dx.doi.org/10.1098/rsif.2017.0376DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5721148PMC
November 2017

Precision Psychiatry.

Authors:
Karl J Friston

Biol Psychiatry Cogn Neurosci Neuroimaging 2017 11 6;2(8):640-643. Epub 2017 Nov 6.

The Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom. Electronic address:

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http://dx.doi.org/10.1016/j.bpsc.2017.08.007DOI Listing
November 2017

Active Inference, Curiosity and Insight.

Neural Comput 2017 10 4;29(10):2633-2683. Epub 2017 Aug 4.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London WC1N 3BG, U.K.

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http://dx.doi.org/10.1162/neco_a_00999DOI Listing
October 2017

A unifying Bayesian account of contextual effects in value-based choice.

PLoS Comput Biol 2017 Oct 5;13(10):e1005769. Epub 2017 Oct 5.

The Wellcome Trust Centre for Neuroimaging, UCL, 12 Queen Square, London, United Kingdom.

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http://dx.doi.org/10.1371/journal.pcbi.1005769DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5645156PMC
October 2017

A Factor Graph Description of Deep Temporal Active Inference.

Front Comput Neurosci 2017 18;11:95. Epub 2017 Oct 18.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.3389/fncom.2017.00095DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5651277PMC
October 2017

Large-scale DCMs for resting-state fMRI.

Netw Neurosci 2017 27;1(3):222-241. Epub 2017 Oct 27.

The Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom.

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http://dx.doi.org/10.1162/NETN_a_00015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5796644PMC
October 2017

The active construction of the visual world.

Neuropsychologia 2017 Sep 3;104:92-101. Epub 2017 Aug 3.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, WC1N 3BG, UK. Electronic address:

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http://dx.doi.org/10.1016/j.neuropsychologia.2017.08.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5637165PMC
September 2017

Computational Nosology and Precision Psychiatry.

Comput Psychiatr 2017 8;1:2-23. Epub 2017 Sep 8.

Department of Psychiatry, Columbia University, New York, NY 10032.

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http://dx.doi.org/10.1162/CPSY_a_00001DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5774181PMC
September 2017

Regression DCM for fMRI.

Neuroimage 2017 07 1;155:406-421. Epub 2017 Mar 1.

Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zurich & ETH Zurich, 8032 Zurich, Switzerland; Wellcome Trust Centre for Neuroimaging, University College London, London WC1N 3BG, United Kingdom.

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http://dx.doi.org/10.1016/j.neuroimage.2017.02.090DOI Listing
July 2017

On the importance of modeling fMRI transients when estimating effective connectivity: A dynamic causal modeling study using ASL data.

Neuroimage 2017 07 18;155:217-233. Epub 2017 Mar 18.

Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, 6200MD Maastricht, The Netherlands. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2017.03.017DOI Listing
July 2017

Working Memory Modulation of Frontoparietal Network Connectivity in First-Episode Schizophrenia.

Cereb Cortex 2017 07;27(7):3832-3841

CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, PR China.

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http://dx.doi.org/10.1093/cercor/bhx050DOI Listing
July 2017

Abnormal Effective Connectivity in the Brain is Involved in Auditory Verbal Hallucinations in Schizophrenia.

Neurosci Bull 2017 Jun 21;33(3):281-291. Epub 2017 Feb 21.

School of Biomedical Engineering, Fourth Military Medical University, Xi'an, 710032, China.

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http://dx.doi.org/10.1007/s12264-017-0101-xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5567513PMC
June 2017

Expectation violation and attention to pain jointly modulate neural gain in somatosensory cortex.

Neuroimage 2017 06 21;153:109-121. Epub 2017 Mar 21.

Wellcome Trust Centre for Neuroimaging, University College London, London WC1N 3BG, United Kingdom.

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http://dx.doi.org/10.1016/j.neuroimage.2017.03.041DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5460976PMC
June 2017

Deep temporal models and active inference.

Neurosci Biobehav Rev 2017 06 14;77:388-402. Epub 2017 Apr 14.

Centre for Cognitive Neuroscience and Cognitive Systems and the School of Computing, University of Kent at Canterbury, Canterbury, Kent, CT2 7NF, UK; School of Psychology, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK. Electronic address:

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http://dx.doi.org/10.1016/j.neubiorev.2017.04.009DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461873PMC
June 2017

Cerebellar lobules and dentate nuclei mirror cortical force-related-BOLD responses: Beyond all (linear) expectations.

Hum Brain Mapp 2017 05 27;38(5):2566-2579. Epub 2017 Feb 27.

NMR Research Unit, Department of Neuroinflammation, Queen Square MS Centre, UCL Institute of Neurology, London, United Kingdom.

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http://dx.doi.org/10.1002/hbm.23541DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5413835PMC
May 2017

How doctors diagnose diseases and prescribe treatments: an fMRI study of diagnostic salience.

Sci Rep 2017 05 2;7(1):1304. Epub 2017 May 2.

Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London, WC1N 3BG, United Kingdom.

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http://dx.doi.org/10.1038/s41598-017-01482-0DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5430984PMC
May 2017

Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions.

PLoS Comput Biol 2017 05 9;13(5):e1005418. Epub 2017 May 9.

The Wellcome Trust Centre for Neuroimaging, University College London, London, United Kingdom.

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http://dx.doi.org/10.1371/journal.pcbi.1005418DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5441656PMC
May 2017

Clinical Applications of Stochastic Dynamic Models of the Brain, Part I: A Primer.

Biol Psychiatry Cogn Neurosci Neuroimaging 2017 04 7;2(3):216-224. Epub 2017 Feb 7.

Systems Neuroscience Group, Brisbane, Australia; Metro North Mental Health Service, Royal Brisbane and Women's Hospital, Brisbane, Australia. Electronic address:

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http://dx.doi.org/10.1016/j.bpsc.2017.01.010DOI Listing
April 2017

Clinical Applications of Stochastic Dynamic Models of the Brain, Part II: A Review.

Biol Psychiatry Cogn Neurosci Neuroimaging 2017 04 10;2(3):225-234. Epub 2017 Feb 10.

Systems Neuroscience Group, QIMR Berghofer Medical Research Institute, Royal Brisbane and Women's Hospital, Brisbane, Australia; Metro North Mental Health Service, Royal Brisbane and Women's Hospital, Brisbane, Australia. Electronic address:

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http://dx.doi.org/10.1016/j.bpsc.2016.12.009DOI Listing
April 2017

The Depressed Brain: An Evolutionary Systems Theory.

Trends Cogn Sci 2017 03 1;21(3):182-194. Epub 2017 Feb 1.

Wellcome Trust Centre for Neuroimaging, University College London, London WC1N 3BG, UK; Senior author.

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http://dx.doi.org/10.1016/j.tics.2017.01.005DOI Listing
March 2017

Editorial: Mapping Psychopathology with fMRI and Effective Connectivity Analysis.

Front Hum Neurosci 2017 31;11:151. Epub 2017 Mar 31.

The Wellcome Trust Centre for Neuroimaging, University College LondonLondon, UK.

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http://dx.doi.org/10.3389/fnhum.2017.00151DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5374194PMC
March 2017

The Neural Representation of Prospective Choice during Spatial Planning and Decisions.

PLoS Biol 2017 01 12;15(1):e1002588. Epub 2017 Jan 12.

Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, London, United Kingdom.

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http://dx.doi.org/10.1371/journal.pbio.1002588DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5231323PMC
January 2017

Intersubject variability and induced gamma in the visual cortex: DCM with empirical Bayes and neural fields.

Hum Brain Mapp 2016 12 4;37(12):4597-4614. Epub 2016 Sep 4.

The Wellcome Trust Centre for Neuroimaging, University College London, Queen Square, London, WC1N 3BG.

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http://dx.doi.org/10.1002/hbm.23331DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5111616PMC
December 2016

An Integrative Tinnitus Model Based on Sensory Precision.

Trends Neurosci 2016 12 18;39(12):799-812. Epub 2016 Nov 18.

Institute of Neuroscience, Newcastle University Medical School, Newcastle upon Tyne, UK; Wellcome Trust Centre for Neuroimaging, University College London, London, UK; Human Brain Research Laboratory, University of Iowa, Iowa City, IA, USA.

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http://dx.doi.org/10.1016/j.tins.2016.10.004DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5152595PMC
December 2016

From cognitivism to autopoiesis: towards a computational framework for the embodied mind.

Synthese 2018 22;195(6):2459-2482. Epub 2016 Dec 22.

2Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, 12 Queen Square, London, WC1N 3BG UK.

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http://link.springer.com/10.1007/s11229-016-1288-5
Publisher Site
http://dx.doi.org/10.1007/s11229-016-1288-5DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5972168PMC
December 2016

Active interoceptive inference and the emotional brain.

Philos Trans R Soc Lond B Biol Sci 2016 11 10;371(1708). Epub 2016 Oct 10.

Wellcome Trust Centre for Neuroimaging, Institute of Neurology, UCL, London WC1N 3BG, UK.

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http://dx.doi.org/10.1098/rstb.2016.0007DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5062097PMC
November 2016

Neural processes mediating contextual influences on human choice behaviour.

Nat Commun 2016 08 18;7:12416. Epub 2016 Aug 18.

The Wellcome Trust Centre for Neuroimaging, UCL, 12 Queen Square, London WC1N 3BG, UK.

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http://dx.doi.org/10.1038/ncomms12416DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4992127PMC
August 2016