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Bayesian fusion and multimodal DCM for EEG and fMRI.

Wei H, Jafarian A, Zeidman P, Litvak V, Razi A, Hu D, Friston KJ.

Neuroimage. 2020 Feb 3:116595. doi: 10.1016/j.neuroimage.2020.116595. [Epub ahead of print]


Simulating Emotions: An Active Inference Model of Emotional State Inference and Emotion Concept Learning.

Smith R, Parr T, Friston KJ.

Front Psychol. 2019 Dec 19;10:2844. doi: 10.3389/fpsyg.2019.02844. eCollection 2019.


Dynamic causal modelling of phase-amplitude interactions.

Fagerholm ED, Moran RJ, Violante IR, Leech R, Friston KJ.

Neuroimage. 2020 Mar;208:116452. doi: 10.1016/j.neuroimage.2019.116452. Epub 2019 Dec 9.


Active inference, stressors, and psychological trauma: A neuroethological model of (mal)adaptive explore-exploit dynamics in ecological context.

Linson A, Parr T, Friston KJ.

Behav Brain Res. 2020 Feb 17;380:112421. doi: 10.1016/j.bbr.2019.112421. Epub 2019 Dec 9.


Dynamic effective connectivity.

Zarghami TS, Friston KJ.

Neuroimage. 2020 Feb 15;207:116453. doi: 10.1016/j.neuroimage.2019.116453. Epub 2019 Dec 9.


Top-down versus bottom-up attention differentially modulate frontal-parietal connectivity.

Bowling JT, Friston KJ, Hopfinger JB.

Hum Brain Mapp. 2020 Mar;41(4):928-942. doi: 10.1002/hbm.24850. Epub 2019 Nov 6.


Human hippocampal theta oscillations reflect sequential dependencies during spatial planning.

Kaplan R, Tauste Campo A, Bush D, King J, Principe A, Koster R, Ley Nacher M, Rocamora R, Friston KJ.

Cogn Neurosci. 2019 Oct 16:1-10. doi: 10.1080/17588928.2019.1676711. [Epub ahead of print]


Waves of prediction.

Friston KJ.

PLoS Biol. 2019 Oct 3;17(10):e3000426. doi: 10.1371/journal.pbio.3000426. eCollection 2019 Oct.


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

Rigoli F, Mathys C, Friston KJ, Dolan RJ.

PLoS Comput Biol. 2019 Oct 2;15(10):e1007366. doi: 10.1371/journal.pcbi.1007366. eCollection 2019 Oct.


Generalised free energy and active inference.

Parr T, Friston KJ.

Biol Cybern. 2019 Dec;113(5-6):495-513. doi: 10.1007/s00422-019-00805-w. Epub 2019 Sep 27.


Perceptual awareness and active inference.

Parr T, Corcoran AW, Friston KJ, Hohwy J.

Neurosci Conscious. 2019 Sep 10;2019(1):niz012. doi: 10.1093/nc/niz012. eCollection 2019.


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

Smith R, Lane RD, Parr T, Friston KJ.

Neurosci Biobehav Rev. 2019 Dec;107:473-491. doi: 10.1016/j.neubiorev.2019.09.002. Epub 2019 Sep 10. Review.


Prefrontal Computation as Active Inference.

Parr T, Rikhye RV, Halassa MM, Friston KJ.

Cereb Cortex. 2019 Jul 11. pii: bhz118. doi: 10.1093/cercor/bhz118. [Epub ahead of print]


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

Vincent P, Parr T, Benrimoh D, Friston KJ.

PLoS Comput Biol. 2019 Jul 5;15(7):e1007126. doi: 10.1371/journal.pcbi.1007126. eCollection 2019 Jul.


Variational representational similarity analysis.

Friston KJ, Diedrichsen J, Holmes E, Zeidman P.

Neuroimage. 2019 Nov 1;201:115986. doi: 10.1016/j.neuroimage.2019.06.064. Epub 2019 Jun 28.


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

Gu X, FitzGerald THB, Friston KJ.

Psychopharmacology (Berl). 2019 Aug;236(8):2405-2412. doi: 10.1007/s00213-019-05300-5. Epub 2019 Jun 22.


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

Zeidman P, Jafarian A, Corbin N, Seghier ML, Razi A, Price CJ, Friston KJ.

Neuroimage. 2019 Oct 15;200:174-190. doi: 10.1016/j.neuroimage.2019.06.031. Epub 2019 Jun 19.


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

Zeidman P, Jafarian A, Seghier ML, Litvak V, Cagnan H, Price CJ, Friston KJ.

Neuroimage. 2019 Oct 15;200:12-25. doi: 10.1016/j.neuroimage.2019.06.032. Epub 2019 Jun 18.


REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.

Carhart-Harris RL, Friston KJ.

Pharmacol Rev. 2019 Jul;71(3):316-344. doi: 10.1124/pr.118.017160. Review.


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

Shaw AD, Knight L, Freeman TCA, Williams GM, Moran RJ, Friston KJ, Walters JTR, Singh KD.

Schizophr Bull. 2019 Jun 20. pii: sbz066. doi: 10.1093/schbul/sbz066. [Epub ahead of print]


Dynamic Causal Modelling of Active Vision.

Parr T, Mirza MB, Cagnan H, Friston KJ.

J Neurosci. 2019 Aug 7;39(32):6265-6275. doi: 10.1523/JNEUROSCI.2459-18.2019. Epub 2019 Jun 10.


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

Veissière SPL, Constant A, Ramstead MJD, Friston KJ, Kirmayer LJ.

Behav Brain Sci. 2019 May 30:1-97. doi: 10.1017/S0140525X19001213. [Epub ahead of print]


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

Badcock PB, Friston KJ, Ramstead MJD, Ploeger A, Hohwy J.

Cogn Affect Behav Neurosci. 2019 Dec;19(6):1319-1351. doi: 10.3758/s13415-019-00721-3. Review.


Computational mechanisms of curiosity and goal-directed exploration.

Schwartenbeck P, Passecker J, Hauser TU, FitzGerald TH, Kronbichler M, Friston KJ.

Elife. 2019 May 10;8. pii: e41703. doi: 10.7554/eLife.41703.


Entorhinal transformations in abstract frames of reference.

Kaplan R, Friston KJ.

PLoS Biol. 2019 May 2;17(5):e3000230. doi: 10.1371/journal.pbio.3000230. eCollection 2019 May.


The computational pharmacology of oculomotion.

Parr T, Friston KJ.

Psychopharmacology (Berl). 2019 Aug;236(8):2473-2484. doi: 10.1007/s00213-019-05240-0. Epub 2019 Apr 13.


The value of uncertainty: An active inference perspective.

Pezzulo G, Friston KJ.

Behav Brain Sci. 2019 Jan;42:e47. doi: 10.1017/S0140525X18002066.


Dynamic Causal Modeling of the Relationship between Cognition and Theta-alpha Oscillations in Adults with Down Syndrome.

Hamburg S, Rosch R, Startin CM, Friston KJ, Strydom A.

Cereb Cortex. 2019 May 1;29(5):2279-2290. doi: 10.1093/cercor/bhz043.


Thalamocortical dynamics underlying spontaneous transitions in beta power in Parkinsonism.

Reis C, Sharott A, Magill PJ, van Wijk BCM, Parr T, Zeidman P, Friston KJ, Cagnan H.

Neuroimage. 2019 Jun;193:103-114. doi: 10.1016/j.neuroimage.2019.03.009. Epub 2019 Mar 9.


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

Parr T, Markovic D, Kiebel SJ, Friston KJ.

Sci Rep. 2019 Feb 13;9(1):1889. doi: 10.1038/s41598-018-38246-3.


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

Rigoli F, Michely J, Friston KJ, Dolan RJ.

Cortex. 2019 Jun;115:1-14. doi: 10.1016/j.cortex.2019.01.005. Epub 2019 Jan 23.


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

Badcock PB, Friston KJ, Ramstead MJD.

Phys Life Rev. 2019 Dec;31:104-121. doi: 10.1016/j.plrev.2018.10.002. Epub 2019 Jan 10. Review.


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

Preller KH, Razi A, Zeidman P, Stämpfli P, Friston KJ, Vollenweider FX.

Proc Natl Acad Sci U S A. 2019 Feb 12;116(7):2743-2748. doi: 10.1073/pnas.1815129116. Epub 2019 Jan 28.


Optimizing Data for Modeling Neuronal Responses.

Zeidman P, Kazan SM, Todd N, Weiskopf N, Friston KJ, Callaghan MF.

Front Neurosci. 2019 Jan 10;12:986. doi: 10.3389/fnins.2018.00986. eCollection 2018.


Variational ecology and the physics of sentient systems.

Ramstead MJD, Constant A, Badcock PB, Friston KJ.

Phys Life Rev. 2019 Dec;31:188-205. doi: 10.1016/j.plrev.2018.12.002. Epub 2019 Jan 7. Review.


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

Sales AC, Friston KJ, Jones MW, Pickering AE, Moran RJ.

PLoS Comput Biol. 2019 Jan 4;15(1):e1006267. doi: 10.1371/journal.pcbi.1006267. eCollection 2019 Jan.


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

Hong CC, Fallon JH, Friston KJ, Harris JC.

Front Psychol. 2018 Dec 10;9:2493. doi: 10.3389/fpsyg.2018.02493. eCollection 2018.


Structural and effective brain connectivity underlying biological motion detection.

Sokolov AA, Zeidman P, Erb M, Ryvlin P, Friston KJ, Pavlova MA.

Proc Natl Acad Sci U S A. 2018 Dec 18;115(51):E12034-E12042. doi: 10.1073/pnas.1812859115. Epub 2018 Dec 4.


The Anatomy of Inference: Generative Models and Brain Structure.

Parr T, Friston KJ.

Front Comput Neurosci. 2018 Nov 13;12:90. doi: 10.3389/fncom.2018.00090. eCollection 2018. Review.


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

Hong CC, Fallon JH, Friston KJ, Harris JC.

Front Psychol. 2018 Oct 31;9:2087. doi: 10.3389/fpsyg.2018.02087. eCollection 2018. Review. Erratum in: Front Psychol. 2018 Dec 10;9:2493.


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

Prosser A, Friston KJ, Bakker N, Parr T.

Comput Psychiatr. 2018 Oct;2:92-140. doi: 10.1162/cpsy_a_00016.


Active Inference and Cognitive Consistency.

Friston KJ.

Psychol Inq. 2018 Oct 10;29(2):67-73. doi: 10.1080/1047840X.2018.1480693. eCollection 2018. No abstract available.


Attention or salience?

Parr T, Friston KJ.

Curr Opin Psychol. 2019 Oct;29:1-5. doi: 10.1016/j.copsyc.2018.10.006. Epub 2018 Oct 15. Review.


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

Sokolov AA, Zeidman P, Erb M, Ryvlin P, Pavlova MA, Friston KJ.

Brain Struct Funct. 2019 Jan;224(1):205-217. doi: 10.1007/s00429-018-1760-8. Epub 2018 Oct 9.


Precision and False Perceptual Inference.

Parr T, Benrimoh DA, Vincent P, Friston KJ.

Front Integr Neurosci. 2018 Sep 20;12:39. doi: 10.3389/fnint.2018.00039. eCollection 2018.


NMDA-receptor antibodies alter cortical microcircuit dynamics.

Rosch RE, Wright S, Cooray G, Papadopoulou M, Goyal S, Lim M, Vincent A, Upton AL, Baldeweg T, Friston KJ.

Proc Natl Acad Sci U S A. 2018 Oct 16;115(42):E9916-E9925. doi: 10.1073/pnas.1804846115. Epub 2018 Sep 27.


Not All Predictions Are Equal: "What" and "When" Predictions Modulate Activity in Auditory Cortex through Different Mechanisms.

Auksztulewicz R, Schwiedrzik CM, Thesen T, Doyle W, Devinsky O, Nobre AC, Schroeder CE, Friston KJ, Melloni L.

J Neurosci. 2018 Oct 3;38(40):8680-8693. doi: 10.1523/JNEUROSCI.0369-18.2018. Epub 2018 Aug 24.


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

Rosch RE, Hunter PR, Baldeweg T, Friston KJ, Meyer MP.

PLoS Comput Biol. 2018 Aug 23;14(8):e1006375. doi: 10.1371/journal.pcbi.1006375. eCollection 2018 Aug.


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

van Wijk BCM, Cagnan H, Litvak V, Kühn AA, Friston KJ.

Neuroimage. 2018 Nov 1;181:818-830. doi: 10.1016/j.neuroimage.2018.08.039. Epub 2018 Aug 18.

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