Below is a list of original articles published in peer-reviewed international journals.
Please refer to my Google Scholar profile for more info.
The online metacognitive control of decisions
J. Bénon, D. Lee, W. Hopper, M. Verdeil, M. Pessiglione, F. Vinckier, S. Bouret, M. Rouault, R. Lebouc, G. Pezzulo, C. Schreiweis, E. Burguière, J. Daunizeau
Nat. Com. Psychol. (2024), 2: 23. [DOI]
Mood fluctuations shift cost–benefit tradeoffs in economic decisions
R. Heerema, P. Carrillo, J. Daunizeau, F. Vinckier, M. Pessiglione
Scientific Reports (2023), 13: 18173 [DOI]
A single case neuroimaging study of tickertape synesthesia
F. Hauw, M. El Soudany, C. Rosso, J. Daunizeau, L. Cohen
Scientific Reports (2023), 13: 12185. [DOI]
Learning rules of engagement in social exchange within and between groups
M. Rojek-Giffin, M. Lebreton, J. Daunizeau, A. Fariña, J. Gross, C. K.W. De Dreu
Proc. Natl. Acad. Sci. (2023), 9, 120 (19): e2218443120 [DOI]
Evidence or Confidence: What is really monitored during a decision?
D. Lee, J. Daunizeau, G. Pezzulo
Psychonomic Bull. (2023), 30: 1360–1379 [DOI].
Origins and consequences of mood flexibility: a computational perspective
M. Pessiglione, R. Heerema, J. Daunizeau, F. Vinckier
Neuroscience & Biobehavioral Reviews (2023), 147: 105084. [DOI]
Effort avoidance as a core mechanism of apathy in frontotemporal dementia
R. Le Bouc, N. Borderies, G. Carle, C. Robriquet, F. Vinckier, J. Daunizeau, C. Azuar, R. Levy, M. Pessiglione
Brain (2022), awac427 [DOI]
Elevated effort cost identified by computational modeling as a distinctive feature explaining multiple behaviors in patients with depression
F. Vinckier, C. Jaffre, C. Gauthier, S. Smajda, P. Abdel-Ahad, R. Lebouc, J. Daunizeau, M. Fefeu, N. Borderies, M. Plaze, R. Gaillard, M. Pessiglione
Biological Psychiatry : CNNI (2022), 11:1158-1169. [DOI]
Dissecting the functional contributions of the social brain to strategic behavior
A. Konovalov, C. Hill, J. Daunizeau, C. Ruff
Neuron (2021), S0896-6273(21)00569-9. [DOI]
Trading mental effort for confidence in the metacognitive control of value-based decision making
D. Lee, J. Daunizeau
eLife (2021), 10: e63282 [DOI]
An overcomplete approach to fitting drift-diffusion decision models to trial-by-trial data
Q. Feltgen, J. Daunizeau
Frontiers in AI (2021), 4: 531316. [DOI]
Bridging across functional models: the OFC as a value-making neural network
M. Pessiglione, J. Daunizeau
Behavioral Neuroscience (2021), 135(2): 277-290 [DOI]
How choice-induced preference change might actually be instrumental to decision-making
D. Lee, J. Daunizeau
PLoS ONE (2020), 15(5): e0231081. [DOI]
Social behavioural adaptation in Autism
B. Forgeot d'Arc, M. Devaine, J. Daunizeau
PLoS Comp. Biol. (2020), 16(3): e1007700. [DOI]
Assessing inter-individual differences with task-related functional neuroimaging
M. Lebreton, S. Bavard, J. Daunizeau, S. Palminteri
Nature Hum. Behav. (2019), 3: 897–905. [DOI]
Sour grapes and sweet victories: how actions shape preferences
F. Vinckier, L. Rigoux, I. T. Kurniawan, C. Hu, S. Bourgeois-Gironde, J. Daunizeau, M. Pessiglione
PLoS Comp. Biol. (2018), 15(1): e1006499. [DOI]
A plea for "variational neuroethology"
J. Daunizeau
Phys. Life Rev. (2018), 24: 56–58 [PDF]
Reading wild minds: a computational assay of Theory of Mind sophistication across seven primate species
M. Devaine, A. San-Galli, C. Trapanese, G. Bardino, C. Hano, M. St Jalme, S. Bouret, S. Masi, J. Daunizeau
PLoS Comp. Biol. (2017), 13(11): e1005833. [DOI]
Choose, rate or squeeze: Comparison of economic value functions elicited by different behavioral tasks
A. Lopez-Persem , L. Rigoux, S. Bourgeois-Gironde, J. Daunizeau, M. Pessiglione
PLoS Comp. Biol. (2017), 13(11): e1005848. [DOI]
Why not try harder? Computational approach to motivation deficits in neuro-psychiatric diseases
M. Pessiglione, F. Vinckier, J. Daunizeau, S. Bouret, R. Le Bouc
Brain (2017), 3: 629–650. [DOI]
Learning about and from others' prudence, impatience or laziness: the computational bases of attitude alignment
M. Devaine, J. Daunizeau
PLoS Comp. Biol. (2017), 13(3): e1005422. [DOI] [France TV-info video]
Does the way we read others' mind change over the lifespan? Insights from a massive web poll of cognitive skills from childhood to late adulthood.
D. Klindt, M. Devaine, J. Daunizeau
Cortex (2016), 86: 205-215. [PDF]
Computational Neuroimaging Strategies for Single Patient Predictions
K. E. Stephan, F. Schlagenhauf, Q. J. Huys, S. Raman, E. A. Aponte, K. H. Brodersen, L. Rigoux, R. J. Moran, J. Daunizeau, R. J. Dolan, K. J. Friston, A. Heinz
Neuroimage (2016), 145: 180-199. [DOI]
Computational dissection of dopamine motor and motivational functions in humans
R. Le Bouc, L. Rigoux, L. Schmidt, B. Degos, M.-L. Welter, M. Vidailhet, J. Daunizeau, M. Pessiglione
J. Neurosci. (2016), 36(25):6623-6633. [DOI]
Automatic integration of confidence in the brain valuation signal
M. Lebreton, R. Abitbol, J. Daunizeau, M. Pessiglione
Nature Neurosci. (2015), 18(8):1159-67. [DOI]
Dynamic Causal Modelling of brain-behaviour relationships
L. Rigoux, J. Daunizeau
Neuroimage (2015), 117: 202-221. [PDF]
The social Bayesian brain: does mentalizing make a difference when we learn?
M. Devaine, G. Hollard, J. Daunizeau
PLoS Comp. Biol. (2014), 10(12): e1003992. [DOI] [note on "influence learning"]
Uncertainty in perception and the Hierarchical Gaussian Filter
C. Mathys, E. Lomakina, J. Daunizeau, S. Iglesias, K. Brodersen, K. Friston, K. Stephan
Front. Hum. Neurosci.(2014), 8:825. [DOI]
Inferring on the intentions of others by hierarchical Bayesian learning
A. O. Diaconescu, C. Mathys, L. A. E. Weber, J. Daunizeau, L. Kasper, E. I. Lomakina, E. Fehr, K. E. Stephan
PLoS Comp. Biol. (2014), 10(9): e1003810. [DOI]
Theory of Mind: did evolution fool us?
M. Devaine, G. Hollard, J. Daunizeau
PLoS ONE (2014), 9(2): e87619. [DOI] [note on k-ToM models]
Toward a new application of real-time electrophysiology: online optimization of cognitive neurosciences hypothesis testing.
G Sanchez, J Daunizeau, E Maby, O Bertrand, A Bompas, J Mattout
Brain Sci. (2014), 4(1), 49-72. [DOI]
VBA: a probabilistic treatment of nonlinear models for neurobiological and behavioural data
J. Daunizeau, V. Adam, L. Rigoux
PLoS Comput Biol (2014), 10(1): e1003441. [DOI]
Bayesian model selection for group studies - revisited
L. Rigoux, K. E. Stephan, K. J. Friston, J. Daunizeau
Neuroimage (2014), 84: 971-985. [PDF] [technical note on family comparison]
A Neurocomputational Model of the mismatch negativity
F. Lieder, K. E. Stephan, J. Daunizeau, M. I. Garrido, K. J. Friston
PLoS Comput Biol (2013), 9(11): e1003288. [DOI] [erratum]
Variational Bayesian mixed-effects inference for classification studies
K. Brodersen, J. Daunizeau, C. Mathys, J. R. Chumbley, J. Buhmann, K.E. Stephan
Neuroimage (2013), 76(1): 345-361. [PDF]
An electrophysiological validation of stochastic DCM for fMRI
J. Daunizeau, A. Vaudano, L. Lemieux, K. J. Friston, K. E. Stephan
Frontiers Comput. Neurosci. (2013), 6: 103 [DOI]
Modelling Trial-by-Trial Changes in the Mismatch Negativity
F. Lieder, J. Daunizeau, M. Garrido, K. J. Friston, K. E. Stephan
PLoS Comput. Biol. (2013), 9(2): e1002911 [DOI]
A neuro-computational account of how the human brain decides when to have a break
F. Meyniel, C. Sergent, L. Rigoux, J. Daunizeau, M. Pessiglione
Proc. Natl. Acad. Sci. (2013), 110(7): 2641–2646 [DOI]
Is non-recognition of choreic movements in Huntington disease always pathological?
D. Justo, P. Charles, J. Daunizeau, C. Delmaire, M. Gargiulo, V. Hahn-Barma, L. Naccache, A. Durr
Neuropsychologia (2013), 51(4):748-759. [PDF]
Spatial attention, precision and Bayesian inference: a study of saccadic response speed
S. Vossel, C. Mathys, J. Daunizeau, M. Bauer, J. Driver, K. J. Friston, K. E. Stephan
Cereb. Cortex (2013), 24(6):1436-1450. [PDF]
Model selection and gobbledygook: response to Lohman et al.
K. Friston, J. Daunizeau, K. E. Stephan
Neuroimage (2013), 75:275-8. [PDF]
Mixed-effects inference on classification performance in hierarchical datasets
K. H. Brodersen, C. Mathys, J. R. Chumbley, J. Daunizeau, C. S. Ong, J. M. Buhmann, K. E. Stephan
J. Machine Learn. Res. (2012), 13: 3133-3176. [PDF]
Stochastic Dynamic Causal Modelling of fMRI data: should we care about neural noise?
J. Daunizeau, K. E. Stephan, K. J. Friston
Neuroimage (2012),62: 464-481. [PDF] [supplementary material]
Your goal is mine: unraveling mimetic desires in the human brain.
M. Lebreton, S. Kawa, B. Forgeot d’Arc, J. Daunizeau, M. Pessiglione
J Neurosci. (2012), 32(21): 7146-7157 [PDF]
Neural mechanisms underlying motivation of mental versus physical effort
L. Schmidt, M. Lebreton, M-L. Clery-Melin, J. Daunizeau, M. Pessiglione
PLoS Biol. (2012), 10(2): e1001266. [DOI]
Learning and generalization under ambiguity: an fMRI study
J. Chumbley, G. Flandin, D. Bach, J. Daunizeau, E. Fehr, R. Dolan, K. Friston
PLoS Comput. Biol. (2012), 8(1): e1002346 [DOI]
Optimizing experimental design for comparing models of brain function
J. Daunizeau, K. Preuschoff, K. J. Friston, K. E. Stephan
PLoS Comput. Biol. (2011), 7(11): e1002280 [DOI]
Generalized filtering and stochastic DCM for fMRI
B. Li, J. Daunizeau, K. E. Stephan, W. Penny, D. Hu, K. J. Friston
Neuroimage (2011), 58(2): 442-457. [PDF]
Effective connectivity: influence, causality and biophysical modelling
P. Valdes-Sosa, A. Roebroeck, J. Daunizeau, K. Friston
Neuroimage (2011), 58(2): 339-361. [PDF]
Dynamic Causal Modelling: a critical review of the biophysical and statistical foundations
J. Daunizeau, O. David, K. E. Stephan
Neuroimage (2011), 58: 312-322. [PDF] [erratum]
A Bayesian foundation for learning under uncertainty
C. Mathys, J. Daunizeau, K. Friston, K. Stephan
Frontiers Hum. Neurosci. (2011), 5: 39. [DOI]
Concepts of connectivity and human epileptic activity
L. Lemieux, J. Daunizeau, M. Walker
Frontiers Syst. Neurosci. (2011), 5: 12. [DOI]
Network discovery with DCM
K. J. Friston, B. Li, J. Daunizeau, K. E. Stephan
Neuroimage (2011), 56: 1202-1221. [PDF]
EEG and MEG data analysis in SPM8
V. Litvak, J. Mattout, S. Kiebel, C. Phillips, R. N. Henson, J. Kilner, G. Barnes, R. Oostenveld, J. Daunizeau, G. Flandin, W. Penny, K. J. Friston
Comput. Intell. Neurosci. (2011), Article ID 852961. [PDF]
Observing the observer (II): deciding when to decide
J. Daunizeau, H. E. M. Den Ouden, M. Pessiglione, S. J. Kiebel, K. J. Friston, K. E. Stephan
PLoS ONE (2010), 5(12): e15555. [DOI] [supplementary material] [erratum]
Observing the observer (I): meta-Bayesian models of learning and decision-making
J. Daunizeau, H. E. M. Den Ouden, M. Pessiglione, K. E. Stephan, S. J. Kiebel, K. J. Friston
PLoS ONE (2010), 5(12): e15554. [DOI] [supplementary material] [erratum]
EEG-fMRI integration : a critical review of biophysical modelling and data analysis approaches
M. J. Rosa, J. Daunizeau, K. J. Friston
J. Integrative Neurosci. (2010), 9(4): 453-476. [PDF]
Generalized filtering
K. Friston, K. E. Stephan, B. Li, J. Daunizeau
Math. Probl. Eng. (2010), 2010: 621670. [PDF]
Dynamic causal modelling of anticipatory skin conductance responses
D. R. Bach, J. Daunizeau, K. J. Friston, R. J. Dolan
Biol. Psychol. (2010), 163-170. [PDF]
Dynamic causal modelling of spontaneous fluctuations in skin conductance
D. Bach, J. Daunizeau, N. Kuelzow, K.J. Friston, R.J. Dolan
Psycholphysiol. (2010), 1-6. [PDF]
Action and behaviour: a free energy formulation
K. J. Friston, J. Daunizeau, J. Kilner, S. J. Kiebel
Bio. Cybern. (2010), 102: 227-260. [PDF]
Comparing Families of Dynamic Causal Models
W. Penny, M. Joao, G. Flandin, J. Daunizeau, K. E. Stephan, K. J. Friston, T. Schofield, A. P. Leff
PLoS Comput. Biol. (2010), 6(3): e1000709. [PDF] [supplementary material]
Striatal prediction error modulates cortical coupling
H. E. M. Den Ouden, J. Daunizeau, J. Roiser, K. J. Friston, K. E. Stephan
J. Neurosci (2010), 30: 3210-3219. [PDF] [supplementary material]
Ten simple rules for dynamic causal modelling
K. E. Stephan, W.D. Penny, R. J. Moran, H. E. Den Ouden, J. Daunizeau, K. J. Friston
Neuroimage (2010): 49: 3099-3109. [PDF]
Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models
J. Daunizeau, K.J. Friston, S.J. Kiebel
Physica D: nonlinear phenomena (2009), 238: 2089-2118. [DOI] [technical note] [erratum]
The combination of EEG source imaging and EEG-correlated functional MRI to map epileptic networks
S. Vulliemoz, L. Lemieux, J. Daunizeau, C. M. Michel, J. S. Duncan
Epilepsia (2009), 50: 1-15. [PDF]
Recognizing sequences of sequences
S.J. Kiebel, K. von Kriegstein, J. Daunizeau, K.J. Friston
PLoS Comp. Biol. (2009), 5(8): e1000464. [PDF]
Bayesian multi-modal model comparison: a case study on the generators of the spike and the wave in Generalized Spike-Wave complexes
J. Daunizeau, A. Vaudano, L. Lemieux
Neuroimage (2009), 49: 656-667 [PDF]
Reinforcement learning or active inference
K. J. Friston, J. Daunizeau, S.J. Kiebel
PLoS ONE (2009), 4(7): e6421. [PDF]
Perception and hierarchical dynamics
S.J. Kiebel, J. Daunizeau, K. J. Friston
Frontiers in Neuroinf. (2009), 3: 20. [PDF]
Dynamic causal modeling of distributed electromagnetic responses
J. Daunizeau, S. J. Kiebel, K. J. Friston
Neuroimage (2009), 47: 590-601 [PDF] [erratum]
Bayesian model selection for group studies
K. E. Stephan, W. D. Penny, J. Daunizeau, R. J. Moran, K. J. Friston
Neuroimage (2009), 46: 1004-1017. [PDF]
Population dynamics under the Laplace assumption
A. C. Marreiros, S. Kiebel, J. Daunizeau, L. Harrison, K. J. Friston
Neuroimage (2008), 44: 701-714. [PDF]
A hierarchy of time scales and the brain
S.J. Kiebel, J. Daunizeau, K.J. Friston
PLoS Comput. Biol. (2008) 4(11): e1000209. [PDF]
Integrated Bayesian models of learning and decision making for saccadic eye movements
K. H. Brodersen, W. D. Penny, L. M. Harrison, J. Daunizeau, C. Ruff, E. Duzel, K. J. Friston, K. E. Stephan
Neural Netw. (2008), 21: 1247-1260. [PDF]
Subliminal instrumental conditioning demonstrated in the Human brain
M. Pessiglione, P. Petrovic, J. Daunizeau, S. Palminteri, R. J. Dolan, C. D. Frith
Neuron (2008), 59: 561-567. [PDF]
Nonlinear dynamic causal models for fMRI
K. E. Stephan, L.M. Harrison, L. Kasper, M. Breakspear, J. Daunizeau, H. Den Ouden, K.J. Friston
Neuroimage (2008), 42: 649-662. [PDF]
Population dynamics: variance and the sigmoid activation function
A. C. Marreiros, J. Daunizeau, S. J. Kiebel, K. J. Friston
Neuroimage (2008),42: 147-157. [PDF]
DEM: a variational treatment of dynamic systems
K. J. Friston, N. J. Trujillo, J. Daunizeau
Neuroimage (2008), 41: 849-885. [PDF]
Diffusion-based priors for single subject functional magnetic resonance images
L. M. Harrison, W. Penny, J. Daunizeau, K.J. Friston
Neuroimage (2008), 41: 408-423. [PDF]
Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging
H. Laufs, J. Daunizeau, D. W. Carmichael, A. Kleinschmidt
Neuroimage (2008), 40: 515-528. [PDF]
Assessing the concordance between distributed EEG source localization and simultaneous EEG-fMRI studies of epileptic spikes
C. Grova, J. Daunizeau, E. Kobayashi, A.P. Bagshaw, J. M. Lina, F. Dubeau, J. Gotman
NeuroImage (2008),39: 755-774. [PDF]
Accurate anisotropic fast marching for diffusion-based geodesic tractography
S. Jbabdi, P. Bellec, R. Toro, J. Daunizeau, M. Pelegrini-Issac, H. Benali
Int. J. Biomed. Imag. (2007), doi:10.1155/2008/320195. [PDF]
Multiple sparse priors for the M/EEG inverse problem
K. Friston, L. M. Harrison, J. Daunizeau, S. Kiebel, C. Phillips, N. Trujillo-Barreto, R. Henson, J. Mattout
Neuroimage (2007), 39 : 1104-1120. [PDF]
Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG
S.J Kiebel, J. Daunizeau, C. Philips, K. J. Friston
Neuroimage (2007), 39: 728:741. [PDF]
A mesostate-space model for EEG and MEG
J. Daunizeau, K. Friston
Neuroimage (2007), 38 : 67-81. [PDF]
A neural mass model of spectral responses in electrophysiology
R. J. Moran, S.J. Kiebel, K.E. Stefan, R.B. Reilly, J. Daunizeau, K. J. Friston
Neuroimage (2007), 37 : 706-720. [PDF]
Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework
J. Daunizeau, C. Grova, G. Marrelec, J. Mattout, S. Jbabdi, M. Pélégrini-Issac, J.M. Lina, H. Benali
NeuroImage (2007), 3 : 69-87. [PDF] [erratum]
Bayesian spatio-temporal approach for EEG sources reconstruction: conciliating ECD and distributed models
J. Daunizeau, J. Mattout, D. Clonda, B. Goulard, H. Benali, J. M. Lina
IEEE Trans. Biomed. Eng. (2006), 53 : 503-516. [PDF]
Evaluation of EEG localization methods using realistic simulations of interictal spikes
C. Grova, J. Daunizeau, C. Bénar, H. Benali, J. Gotman
Neuroimage (2006), 29 : 734-753. [PDF]
Assessing the relevance of fMRI-based prior in the EEG inverse problem: a Bayesian model comparison approach
J. Daunizeau, C. Grova, J. Mattout, G. Marrelec, D. Clonda, B. Goulard, J. M. Lina, H. Benali
IEEE Trans. Sign. Process. (2005), 53 : 3461-3472. [PDF]
Conditional Correlation as a Measure of Mediated Interactivity in fMRI and MEG/EEG
G. Marrelec, J. Daunizeau, M. Pélégrini-Issac, J. Doyon, H. Benali
IEEE Trans. Sign. Process. (2005), 53 : 3503-3516. [PDF]