Below is a list of research reports e-prints.
Neural shape mediation analysis
J. Brochard, E. Combrisson, B. Chatard, J.-P. Lachaux, A. Brovelli, J. Daunizeau
BioRxiv (2023) 2023.09.21.558808 [DOI]
The metacognitive control of decisions predicts whether and how mice override their default policy
C. Schreiweis, M. Euvrard, E. Burguiere, J. Daunizeau
BioRxiv (2023) 2023.01.04.522806 [DOI]
The online metacognitive control of decisions
D. G. Lee, J. Benon, W. Hopper, M. Verdeil, M. Pessiglione, F. Vinckier, S. Bouret, M. Rouault, R. Lebouc, G. Pezzulo, C. Schreiweis, E. Burguiere, J. Daunizeau
BioRxiv (2023) 2023.01.02.522463 [DOI]
Seeing speech: The cerebral substrate of tickertape synesthesia
F. Hauw, M. El Soudany, C. Rosso, J. Daunizeau, L. Cohen
BioRxiv (2022) 2022.09.19.508477 [DOI]
Synaptic plasticity in the orbitofrontal cortex explains how risk attitude adapts to the range of risk prospects
J. Brochard, J. Daunizeau
BioRxiv (2022) 2020.09.08.287714 [DOI]
The Bayesian Brain hypothesis: an evolutionary approach to cognition?
J. Daunizeau
PsyArXiv (2022) 10.31234/osf.io/vgw6q [DOI]
Evidence or Confidence: What Really Accumulates During a Decision?
D. G. Lee, J. Daunizeau, G. Pezzulo
BioRxiv (2021) 2021.04. 02.438275 [DOI]
Meet me in the middle: brain-behavior mediation analysis for fMRI experiments
J. Brochard, J. Daunizeau
BioRxiv (2020) 2020.10.17.343798 [DOI]
Blaming blunders on the brain: can indifferent choices be driven by range adaptation or synaptic plasticity?
J. Brochard, J. Daunizeau
BioRxiv (2020) 2020.09.08.287714 [DOI]
Modelling lockdown-induced 2nd COVID waves in France
J. Daunizeau, R. J. Moran, J. Brochard, J. Mattout, R. Frackowiak, K. Friston
MedRXiv (2020), 2020.06.24.20139444 [DOI]
Using the LIST model to Estimate the Effects of Contact Tracing on COVID-19 Endemic Equilibria in England and its Regions
R.J. Moran, A.J. Billig, M. Cullen, A. Razi, J. Daunizeau, R. Leech, K.J. Friston
MedRxiv (2020), 2020.06.11.20128611 [DOI]
Effective immunity and second waves: a dynamic causal modelling study
K. J. Friston, T. Parr, P. Zeidman, A. Razi, G. Flandin, J. Daunizeau, O. J. Hulme, A. J. Billig, V. Litvak, C. J. Price, R. J. Moran, C. Lambert
arXiv (2020), 2006.09429 [q-Bio] [DOI]
Tracking and tracing in the UK: a dynamic causal modelling study
K. J. Friston, T. Parr, P. Zeidman, A. Razi, G. Flandin, J. Daunizeau, O. J. Hulme, A. J. Billig, V. Litvak, C. J. Price, R. J. Moran, C. Lambert
arXiv (2020), 2005.07994 [q-Bio] [DOI]
Second waves, social distancing, and the spread of COVID-19 across America
K. J. Friston, T. Parr, P. Zeidman, A. Razi, G. Flandin, J. Daunizeau, O. J. Hulme, A. J. Billig, V. Litvak, R. J. Moran, C. J. Price, C. Lambert
arXiv (2020), 2004.13017v1 [Q.bio] [DOI]
On the reliability of model-based predictions in the context of the current COVID epidemic event: impact of outbreak peak phase and data paucity
J. Daunizeau, R. J. Moran, J. Mattout, K. Friston
MedRXiv (2020), 2020.04.24.20078485 [DOI]
Estimating required 'lockdown' cycles before immunity to SARS-CoV-2: Model-based analyses of susceptible population sizes, 'S0', in seven European countries including the UK and Ireland
R. J. Moran, E. D. Fagerholm, M. Cullen, J. Daunizeau, M. P. Richardson, S. Williams, F. Turkheimer, R. Leech, K. J. Friston
arXiv (2020), 2004.05060v1 [Q.bio] [DOI]
Dynamic causal modelling of COVID-19
K. J. Friston, T. Parr, P. Zeidman, A. Razi, G. Flandin, J. Daunizeau, O. J. Hulme, A. J. Billig, V. Litvak, R. J. Moran, C. J. Price, C. Lambert
arXiv (2020), 2004.04463v1 [Q.bio] [DOI]
An overcomplete approach to fitting drift-diffusion decision models to trial-by-trial data
Q. Feltgen, J. Daunizeau
BioRxiv (2020), [DOI]
Trading effort for confidence: the metacogntiive control of value-based decision making
D. Lee, J. Daunizeau
BioRxiv (2019), 837054 [DOI]
Is choice-induced preference change due to pre- or post-decision cognitive dissonance resolution?
D. Lee, J. Daunizeau
BioRxiv (2019), 661116 [DOI]
Variational Bayesian modelling of mixed-effects.
J. Daunizeau
arXiv (2019):1903.09003v1 [stat.ML] [DOI]
A reverse Turing-test for predicting social deficits in people with Autism
B. Forgeot d'Arc, M. Devaine, J. Daunizeau
BioRxiv (2018), 414540 [DOI]
On parameters transformations for emulating sparse priors using variational-Laplace inference
J. Daunizeau
arXiv (2017):1703.07168 [stat.ML] [DOI]
The variational-Laplace approach to approximate Bayesian inference
J. Daunizeau
arXiv (2017):1703.02089v1 [stat.ME] [DOI]
Semi-analytical approximations to statistical moments of sigmoid and softmax mappings of normal variables
J. Daunizeau
arXiv (2017):1703.00091 [stat.ML] [DOI]