InterTVA. A multimodal MRI dataset for the study of inter-individual differences in voice perception and identification, 2019. ,
Valid population inference for information-based imaging: From the second-level t -test to prevalence inference, NeuroImage, vol.141, pp.378-392, 2016. ,
Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression, The Journal of Machine Learning Research, vol.15, pp.595-627, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00804431
Support vector machine solvers. Large scale kernel machines 3, pp.301-320, 2007. ,
Variational Bayesian mixedeffects inference for classification studies, NeuroImage, vol.76, pp.345-361, 2013. ,
The Early Spatio-Temporal Correlates and Task Independence of Cerebral Voice Processing Studied with MEG, Cerebral Cortex, vol.23, pp.1388-1395, 2012. ,
Unique semantic space in the brain of each beholder predicts perceived similarity, Proceedings of the National Academy of Sciences, vol.111, pp.14565-14570, 2014. ,
Single-Unit Recordings in the Macaque Face Patch System Reveal Limit ations of fMRI MVPA, Journal of Neuroscience, vol.35, pp.2791-2802, 2015. ,
MVPA Permutation Schemes: Permutation Testing for the Group Level, 2015 International Workshop on Pattern Recognition in NeuroImaging, pp.65-68, 2015. ,
Is brain activity during action observation modulated by the perceived fairness of the actor?, PLoS One, vol.11, 2016. ,
Zero-shot fMRI decoding with three-dimensional registration based on diffusion tensor imaging, Scientific Reports, vol.8, 2018. ,
Prediction as a Humanitarian and Pragmatic Contribution from Human Cogniti ve Neuroscience, Neuron, vol.85, pp.11-26, 2015. ,
What's in a pattern? examining the type of signal multivariate analysis uncovers at the group level, NeuroImage, vol.146, pp.113-120, 2017. ,
A Common, High-Dimensional Model of the Representational Space in Human Ventral Temporal Cortex, Neuron, vol.72, pp.404-416, 2011. ,
Decoding Neural Representational Spaces Using Multivariate Pattern Analysis, Annual Review of Neuroscience, vol.37, pp.435-456, 2014. ,
Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex, Science, vol.293, pp.2425-2430, 2001. ,
Predicting risky choices from brain activity patterns, Proceedings of the National Academy of Sciences, vol.111, pp.2470-2475, 2014. ,
Neural predictors of evaluative attitudes toward celebrities, Social cognitive and affective neuroscience, vol.12, pp.382-390, 2017. ,
Visual Prediction Error Spreads Across Object Features in Human Visual Cortex, The Journal of Neuroscience, vol.36, pp.12746-12763, 2016. ,
Identifying core affect in individuals from fmri responses to dynamic naturalistic audiovisual stimuli, PloS one, vol.11, p.161589, 2016. ,
Broca's Area and the Hierarchical Organization of Human Behavior, Neuron, vol.50, pp.963-974, 2006. ,
Representation, Pattern Information, and Brain Signatures: From Neurons to Neuroimaging, Neuron, vol.99, pp.257-273, 2018. ,
Information-based functional brain mapping, Proceedings of the National Academy of Sciences, vol.103, pp.3863-3868, 2006. ,
Group-regularized individual prediction: theory and application to pain, NeuroImage, vol.145, pp.274-287, 2017. ,
Brain structures related to active and passive finger movements in man, Brain, vol.122, pp.1989-1997, 1999. ,
Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses, NeuroImage, vol.59, pp.2636-2643, 2012. ,
Nonparametric permutation tests for functional neuroimaging: a primer with examples, Human brain mapping, vol.15, pp.1-25, 2002. ,
Bayesian hypothesis testing for pattern discrimination in brain decoding, Pattern Recognition, vol.45, pp.2075-2084, 2012. ,
The human voice areas: Spatial organization and interindividual variability in temporal and extra-temporal cortices, Neuroimage, vol.119, pp.164-174, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01999021
Sparse logistic regression for whole-brain classification of fmri data, NeuroImage, vol.51, pp.752-764, 2010. ,
Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (mvpa): random permutations and cluster size control, Neuroimage, vol.65, pp.69-82, 2013. ,
Graphbased inter-subject pattern analysis of fMRI data, PloS ONE, vol.9, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01027769
Confounds in multivariate pattern analysis: Theory and rule representation case study, NeuroImage, vol.77, pp.157-165, 2013. ,
Cross-validation failure: Small sample sizes lead to large error bars, NeuroImage, vol.180, pp.68-77, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01545002