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Journal Article
NeuroImage, ISSN 1053-8119, 01/2016, Volume 125, pp. 61 - 73
Journal Article
NeuroImage, ISSN 1053-8119, 01/2019, Volume 184, pp. 741 - 760
Journal Article
Journal of Neuroscience Methods, ISSN 0165-0270, 10/2018, Volume 308, pp. 248 - 260
The use of Multi-Voxel Pattern Analysis (MVPA) has increased considerably in recent functional magnetic resonance imaging (fMRI) studies. A crucial step... 
fMRI | Searchlight | Multi-voxel pattern analysis | Pattern estimation | Permutation testing | DESIGN | RECOGNITION | ULTIMATUM GAME | VOXEL | BIOCHEMICAL RESEARCH METHODS | PITFALLS | CLASSIFICATION | INFERENCE | NEUROSCIENCES | EVENT-RELATED FMRI | PERMUTATION TESTS | BRAIN | Magnetic resonance imaging
Journal Article
Cognitive Computation, ISSN 1866-9956, 04/2018, Volume 10, Issue 2, pp. 284 - 295
A universal unanswered question in neuroscience and machine learning is whether computers can decode the patterns of the human brain. Multi-Voxel Pattern... 
Brain decoding | Multi-voxel pattern analysis | Visual object recognition | Anatomical feature extraction | REPRESENTATIONS | FMRI ACTIVITY | OBJECTS | NEUROSCIENCES | FACES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | AREA | VENTRAL TEMPORAL CORTEX | IMAGES | CATEGORY | Computer science | Brain | Neurosciences | Algorithms | Analysis | Machine learning
Journal Article
NeuroImage, ISSN 1053-8119, 01/2016, Volume 125, pp. 61 - 73
Journal Article
Frontiers in Neuroscience, ISSN 1662-4548, 2017, Volume 10, pp. 619 - 619
Brain decoding is a popular multivariate approach for hypothesis testing in neuroimaging. Linear classifiers are widely employed in the brain decoding paradigm... 
Brain decoding | Interpretation | Model selection | MEG | Brain mapping | brain mapping | MULTI-VOXEL | SPARSITY | SUPPORT VECTOR MACHINES | CLASSIFICATION | brain decoding | VARIABLE SELECTION | NEUROSCIENCES | PREDICTION | modelselection | MODELS | interpretation | MASS UNIVARIATE ANALYSIS | DISTRIBUTED PATTERNS | FMRI | Spatial ability | Research | Magnetoencephalography | Analysis
Journal Article