Information-based functional brain mapping.

Circular analysis in systems neuroscience: the dangers of double dipping. Nat Neurosci (2009) 12.11

Machine learning classifiers and fMRI: a tutorial overview. Neuroimage (2008) 5.74

Representational similarity analysis - connecting the branches of systems neuroscience. Front Syst Neurosci (2008) 5.14

Matching categorical object representations in inferior temporal cortex of man and monkey. Neuron (2008) 4.71

Analyzing for information, not activation, to exploit high-resolution fMRI. Neuroimage (2007) 3.62

Intact but less accessible phonetic representations in adults with dyslexia. Science (2013) 3.61

Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc Natl Acad Sci U S A (2007) 3.04

Decoding the large-scale structure of brain function by classifying mental States across individuals. Psychol Sci (2009) 2.84

PyMVPA: A python toolbox for multivariate pattern analysis of fMRI data. Neuroinformatics (2009) 2.50

Decoding individual episodic memory traces in the human hippocampus. Curr Biol (2010) 2.40

Revealing representational content with pattern-information fMRI--an introductory guide. Soc Cogn Affect Neurosci (2009) 2.33

Comparison of multivariate classifiers and response normalizations for pattern-information fMRI. Neuroimage (2010) 2.24

The relationship between working memory storage and elevated activity as measured with functional magnetic resonance imaging. J Neurosci (2012) 2.16

Recollection, familiarity, and cortical reinstatement: a multivoxel pattern analysis. Neuron (2009) 2.15

Natural scene categories revealed in distributed patterns of activity in the human brain. J Neurosci (2009) 2.12

Encoding and decoding in fMRI. Neuroimage (2010) 2.08

Late Development of Cue Integration Is Linked to Sensory Fusion in Cortex. Curr Biol (2015) 2.04

Real-world scene representations in high-level visual cortex: it's the spaces more than the places. J Neurosci (2011) 1.93

Anchoring the neural compass: coding of local spatial reference frames in human medial parietal lobe. Nat Neurosci (2014) 1.92

Orientation decoding depends on maps, not columns. J Neurosci (2011) 1.89

Spontaneous and task-evoked brain activity negatively interact. J Neurosci (2013) 1.87

Decoding neuronal ensembles in the human hippocampus. Curr Biol (2009) 1.87

Parietal and Frontal Cortex Encode Stimulus-Specific Mnemonic Representations during Visual Working Memory. Neuron (2015) 1.84

Is it time to re-prioritize neuroimaging databases and digital repositories? Neuroimage (2009) 1.83

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. Neuroimage (2008) 1.83

Only some spatial patterns of fMRI response are read out in task performance. Nat Neurosci (2007) 1.78

How long to scan? The relationship between fMRI temporal signal to noise ratio and necessary scan duration. Neuroimage (2006) 1.76

Population coding of affect across stimuli, modalities and individuals. Nat Neurosci (2014) 1.75

Detecting representations of recent and remote autobiographical memories in vmPFC and hippocampus. J Neurosci (2012) 1.69

Neural mechanisms of rapid natural scene categorization in human visual cortex. Nature (2009) 1.68

A high-resolution 7-Tesla fMRI dataset from complex natural stimulation with an audio movie. Sci Data (2014) 1.65

Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis. Proc Natl Acad Sci U S A (2011) 1.65

PRoNTo: pattern recognition for neuroimaging toolbox. Neuroinformatics (2013) 1.64

Representational geometry: integrating cognition, computation, and the brain. Trends Cogn Sci (2013) 1.64

Neural representations of emotion are organized around abstract event features. Curr Biol (2015) 1.61

Sparse logistic regression for whole-brain classification of fMRI data. Neuroimage (2010) 1.61

Neural evidence for a distinction between short-term memory and the focus of attention. J Cogn Neurosci (2011) 1.59

Imaging the human medial temporal lobe with high-resolution fMRI. Neuron (2010) 1.58

Mapping the MRI voxel volume in which thermal noise matches physiological noise--implications for fMRI. Neuroimage (2006) 1.58

Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses. PLoS One (2014) 1.55

Similarity breeds proximity: pattern similarity within and across contexts is related to later mnemonic judgments of temporal proximity. Neuron (2014) 1.55

What's new in neuroimaging methods? Ann N Y Acad Sci (2009) 1.53

Resting developments: a review of fMRI post-processing methodologies for spontaneous brain activity. MAGMA (2010) 1.48

The neural code of reward anticipation in human orbitofrontal cortex. Proc Natl Acad Sci U S A (2010) 1.46

Shared memories reveal shared structure in neural activity across individuals. Nat Neurosci (2016) 1.46

Whole-brain MRI phenotyping in dysplasia-related frontal lobe epilepsy. Neurology (2016) 1.45

The representation of biological classes in the human brain. J Neurosci (2012) 1.44

Separate neural representations for physical pain and social rejection. Nat Commun (2014) 1.44

Distributed representations in memory: insights from functional brain imaging. Annu Rev Psychol (2011) 1.44

A toolbox for representational similarity analysis. PLoS Comput Biol (2014) 1.42

PyMVPA: A Unifying Approach to the Analysis of Neuroscientific Data. Front Neuroinform (2009) 1.40

Decoding temporal structure in music and speech relies on shared brain resources but elicits different fine-scale spatial patterns. Cereb Cortex (2010) 1.36

Decoding the representation of multiple simultaneous objects in human occipitotemporal cortex. Curr Biol (2009) 1.36

Flow of affective information between communicating brains. Neuroimage (2010) 1.35

Attention and biased competition in multi-voxel object representations. Proc Natl Acad Sci U S A (2009) 1.31

Information mapping with pattern classifiers: a comparative study. Neuroimage (2010) 1.31

Shape-specific preparatory activity mediates attention to targets in human visual cortex. Proc Natl Acad Sci U S A (2009) 1.30

Computational advances towards linking BOLD and behavior. Neuropsychologia (2011) 1.30

Distances between real-world locations are represented in the human hippocampus. J Neurosci (2011) 1.29

Tracking the unconscious generation of free decisions using ultra-high field fMRI. PLoS One (2011) 1.29

Constructing scenes from objects in human occipitotemporal cortex. Nat Neurosci (2011) 1.27

Attention improves encoding of task-relevant features in the human visual cortex. J Neurosci (2011) 1.26

Classification of different therapeutic responses of major depressive disorder with multivariate pattern analysis method based on structural MR scans. PLoS One (2012) 1.24

Surface-based information mapping reveals crossmodal vision-action representations in human parietal and occipitotemporal cortex. J Neurophysiol (2010) 1.24

Decoding face information in time, frequency and space from direct intracranial recordings of the human brain. PLoS One (2008) 1.23

Multi-voxel pattern analysis of fMRI data predicts clinical symptom severity. Neuroimage (2011) 1.21

The neurodevelopmental basis of math anxiety. Psychol Sci (2012) 1.21

Multivariate searchlight classification of structural magnetic resonance imaging in children and adolescents with autism. Biol Psychiatry (2011) 1.20

Decoding the internal focus of attention. Neuropsychologia (2011) 1.20

Statistical Analysis of fMRI Time-Series: A Critical Review of the GLM Approach. Front Hum Neurosci (2011) 1.19

A head view-invariant representation of gaze direction in anterior superior temporal sulcus. Curr Biol (2011) 1.18

Imagine all the people: how the brain creates and uses personality models to predict behavior. Cereb Cortex (2013) 1.17

Quantifying the adequacy of neural representations for a cross-language phonetic discrimination task: prediction of individual differences. Cereb Cortex (2010) 1.17

Decoding representations of scenes in the medial temporal lobes. Hippocampus (2011) 1.16

A review of feature reduction techniques in neuroimaging. Neuroinformatics (2014) 1.16

Two distinct ipsilateral cortical representations for individuated finger movements. Cereb Cortex (2012) 1.16

Age differences in neural distinctiveness revealed by multi-voxel pattern analysis. Neuroimage (2010) 1.15

Category-dependent and category-independent goal-value codes in human ventromedial prefrontal cortex. Nat Neurosci (2013) 1.14

Predicting free choices for abstract intentions. Proc Natl Acad Sci U S A (2013) 1.14

Segregation of vowels and consonants in human auditory cortex: evidence for distributed hierarchical organization. Front Psychol (2010) 1.13

Abstract representations of location and facing direction in the human brain. J Neurosci (2013) 1.13

Higher level visual cortex represents retinotopic, not spatiotopic, object location. Cereb Cortex (2011) 1.13

A Neural Theory of Speech Acquisition and Production. J Neurolinguistics (2012) 1.13

Multi-voxel pattern analysis in human hippocampal subfields. Front Hum Neurosci (2012) 1.12

Searchlight analysis: promise, pitfalls, and potential. Neuroimage (2013) 1.11

ODVBA: optimally-discriminative voxel-based analysis. IEEE Trans Med Imaging (2011) 1.11

Pattern classification of working memory networks reveals differential effects of methylphenidate, atomoxetine, and placebo in healthy volunteers. Neuropsychopharmacology (2011) 1.10

Generative embedding for model-based classification of fMRI data. PLoS Comput Biol (2011) 1.10

Age differences in the neural representation of working memory revealed by multi-voxel pattern analysis. Front Hum Neurosci (2010) 1.10

A neural basis for real-world visual search in human occipitotemporal cortex. Proc Natl Acad Sci U S A (2011) 1.10

Comparing the similarity and spatial structure of neural representations: a pattern-component model. Neuroimage (2011) 1.09

Suppressed alpha oscillations predict intelligibility of speech and its acoustic details. Cereb Cortex (2011) 1.09

Age-related neural dedifferentiation in the motor system. PLoS One (2011) 1.08

A common neural code for perceived and inferred emotion. J Neurosci (2014) 1.08

Categorical, yet graded--single-image activation profiles of human category-selective cortical regions. J Neurosci (2012) 1.08

Primary sensory cortices contain distinguishable spatial patterns of activity for each sense. Nat Commun (2013) 1.07

Automatic analysis (aa): efficient neuroimaging workflows and parallel processing using Matlab and XML. Front Neuroinform (2015) 1.06

Single-unit recordings in the macaque face patch system reveal limitations of fMRI MVPA. J Neurosci (2015) 1.06

Creating Concepts from Converging Features in Human Cortex. Cereb Cortex (2014) 1.05

Human Object-Similarity Judgments Reflect and Transcend the Primate-IT Object Representation. Front Psychol (2013) 1.05

Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage (1999) 40.38

Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage (2002) 29.63

Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum Brain Mapp (2002) 25.56

The fusiform face area: a module in human extrastriate cortex specialized for face perception. J Neurosci (1997) 22.73

Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science (2001) 17.40

Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci (1996) 11.32

A three-dimensional statistical analysis for CBF activation studies in human brain. J Cereb Blood Flow Metab (1992) 11.25

A cortical representation of the local visual environment. Nature (1998) 10.47

Decoding the visual and subjective contents of the human brain. Nat Neurosci (2005) 10.09

Assessing the significance of focal activations using their spatial extent. Hum Brain Mapp (1994) 7.28

Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage (2003) 7.22

Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat Neurosci (2005) 6.16

Combining spatial extent and peak intensity to test for activations in functional imaging. Neuroimage (1997) 5.51

Distributed representation of objects in the human ventral visual pathway. Proc Natl Acad Sci U S A (1999) 3.76

Face-sensitive regions in human extrastriate cortex studied by functional MRI. J Neurophysiol (1995) 3.62

Functional and structural mapping of human cerebral cortex: solutions are in the surfaces. Proc Natl Acad Sci U S A (1998) 3.36

Patterns of activity in the categorical representations of objects. J Cogn Neurosci (2003) 3.08

An efficient algorithm for topologically correct segmentation of the cortical sheet in anatomical mr volumes. Neuroimage (2001) 1.91

Cortex-based independent component analysis of fMRI time series. Magn Reson Imaging (2004) 1.56

Mapping directed influence over the brain using Granger causality and fMRI. Neuroimage (2005) 5.47

Representational similarity analysis - connecting the branches of systems neuroscience. Front Syst Neurosci (2008) 5.14

Analyzing for information, not activation, to exploit high-resolution fMRI. Neuroimage (2007) 3.62

"Who" is saying "what"? Brain-based decoding of human voice and speech. Science (2008) 3.15

Ethics. Incidental findings in brain imaging research. Science (2006) 3.10

Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc Natl Acad Sci U S A (2007) 3.04

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage (2008) 3.01

Neural correlates of visual working memory: fMRI amplitude predicts task performance. Neuron (2002) 2.66

The identification of interacting networks in the brain using fMRI: Model selection, causality and deconvolution. Neuroimage (2009) 2.49

Mirror-symmetric tonotopic maps in human primary auditory cortex. Neuron (2003) 2.39

Independent component analysis of fMRI group studies by self-organizing clustering. Neuroimage (2005) 2.33

Localizing P300 generators in visual target and distractor processing: a combined event-related potential and functional magnetic resonance imaging study. J Neurosci (2004) 2.13

Integration of letters and speech sounds in the human brain. Neuron (2004) 2.09

Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data. Neuroimage (2003) 2.07

Real-time functional magnetic resonance imaging: methods and applications. Magn Reson Imaging (2007) 2.01

Independent component model of the default-mode brain function: Assessing the impact of active thinking. Brain Res Bull (2006) 1.99

Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. Neuroimage (2006) 1.93

Subcortical connections to human amygdala and changes following destruction of the visual cortex. Curr Biol (2012) 1.88

Imaging cortical anatomy by high-resolution MR at 3.0T: detection of the stripe of Gennari in visual area 17. Magn Reson Med (2002) 1.83

Real-time self-regulation of emotion networks in patients with depression. PLoS One (2012) 1.81

Genetic contribution to variation in cognitive function: an FMRI study in twins. Science (2009) 1.81

Notation-dependent and -independent representations of numbers in the parietal lobes. Neuron (2007) 1.78

How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter? Neuroimage (2009) 1.71

Optimizing functional accuracy of TMS in cognitive studies: a comparison of methods. J Cogn Neurosci (2009) 1.70

Principles of a brain-computer interface (BCI) based on real-time functional magnetic resonance imaging (fMRI). IEEE Trans Biomed Eng (2004) 1.70

Structural and functional asymmetry of lateral Heschl's gyrus reflects pitch perception preference. Nat Neurosci (2005) 1.69

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images. Neuroimage (2011) 1.64

Investigating directed influences between activated brain areas in a motor-response task using fMRI. Magn Reson Imaging (2005) 1.61

Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network. Neuroimage (2003) 1.61

Striatal activation during blepharospasm revealed by fMRI. Neurology (2003) 1.59

Cortex-based independent component analysis of fMRI time series. Magn Reson Imaging (2004) 1.56

Increased sensitivity to food cues in the fasted state and decreased inhibitory control in the satiated state in the overweight. Am J Clin Nutr (2013) 1.56

Attentional systems in target and distractor processing: a combined ERP and fMRI study. Neuroimage (2004) 1.53

The effect of temporal asynchrony on the multisensory integration of letters and speech sounds. Cereb Cortex (2006) 1.51

Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI). J Physiol Paris (2005) 1.43

Are numbers special? The comparison systems of the human brain investigated by fMRI. Neuropsychologia (2005) 1.43

Sound categories are represented as distributed patterns in the human auditory cortex. Curr Biol (2009) 1.41

Real-time functional magnetic resonance imaging neurofeedback for treatment of Parkinson's disease. J Neurosci (2011) 1.40

Deviant processing of letters and speech sounds as proximate cause of reading failure: a functional magnetic resonance imaging study of dyslexic children. Brain (2010) 1.39

Virtual dyscalculia induced by parietal-lobe TMS impairs automatic magnitude processing. Curr Biol (2007) 1.36

Mapping the organization of axis of motion selective features in human area MT using high-field fMRI. PLoS One (2011) 1.34

Human cortical connectome reconstruction from diffusion weighted MRI: the effect of tractography algorithm. Neuroimage (2012) 1.34

Imaging the brain activity changes underlying impaired visuospatial judgments: simultaneous FMRI, TMS, and behavioral studies. Cereb Cortex (2007) 1.33

Common neural substrates for visual working memory and attention. Neuroimage (2007) 1.33

Tracking cognitive processes with functional MRI mental chronometry. Curr Opin Neurobiol (2003) 1.33

Tracking the mind's image in the brain I: time-resolved fMRI during visuospatial mental imagery. Neuron (2002) 1.27

Spatial independent component analysis of functional MRI time-series: to what extent do results depend on the algorithm used? Hum Brain Mapp (2002) 1.27

Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: removal of the ballistocardiogram artefact. Neuroimage (2006) 1.27

Measuring structural-functional correspondence: spatial variability of specialised brain regions after macro-anatomical alignment. Neuroimage (2011) 1.26

Distributed cortical systems in visual short-term memory revealed by event-related functional magnetic resonance imaging. Cereb Cortex (2002) 1.26

Reduced neural integration of letters and speech sounds links phonological and reading deficits in adult dyslexia. Curr Biol (2009) 1.26

Network-based statistics for a community driven transparent publication process. Front Comput Neurosci (2012) 1.25

Independent component model of the default-mode brain function: combining individual-level and population-level analyses in resting-state fMRI. Magn Reson Imaging (2008) 1.25

High-resolution diffusion tensor imaging and tractography of the human optic chiasm at 9.4 T. Neuroimage (2007) 1.22

The spatiotemporal pattern of auditory cortical responses during verbal hallucinations. Neuroimage (2005) 1.22

Neural correlates of conscious perception in the attentional blink. Neuroimage (2004) 1.22

Content- and task-specific dissociations of frontal activity during maintenance and manipulation in visual working memory. J Neurosci (2006) 1.18

Cerebral correlates of impaired grating perception in individual, psychophysically assessed human amblyopes. Vision Res (2006) 1.18

Collicular vision guides nonconscious behavior. J Cogn Neurosci (2010) 1.15

Thinner prefrontal cortex in veterans with posttraumatic stress disorder. Neuroimage (2008) 1.12

Activity patterns in human motion-sensitive areas depend on the interpretation of global motion. Proc Natl Acad Sci U S A (2002) 1.12

Impaired face discrimination in acquired prosopagnosia is associated with abnormal response to individual faces in the right middle fusiform gyrus. Cereb Cortex (2005) 1.11

Apparent motion: event-related functional magnetic resonance imaging of perceptual switches and States. J Neurosci (2002) 1.10

A real-time fMRI-based spelling device immediately enabling robust motor-independent communication. Curr Biol (2012) 1.08

Real-time independent component analysis of fMRI time-series. Neuroimage (2003) 1.07

Reduced volume of Heschl's gyrus in tinnitus. Neuroimage (2009) 1.07

The role of feedback in shaping neural representations in cat visual cortex. Proc Natl Acad Sci U S A (2002) 1.07

Functional MRI investigation of verbal selection mechanisms in lateral prefrontal cortex. Neuroimage (2008) 1.06

Another kind of 'BOLD Response': answering multiple-choice questions via online decoded single-trial brain signals. Prog Brain Res (2009) 1.06

Histological validation of DW-MRI tractography in human postmortem tissue. Cereb Cortex (2012) 1.06

The temporal characteristics of motion processing in hMT/V5+: combining fMRI and neuronavigated TMS. Neuroimage (2005) 1.06

Human Object-Similarity Judgments Reflect and Transcend the Primate-IT Object Representation. Front Psychol (2013) 1.05

Combining the tools: activation- and information-based fMRI analysis. Neuroimage (2007) 1.04

Ground truth hardware phantoms for validation of diffusion-weighted MRI applications. J Magn Reson Imaging (2010) 1.04

The brain's intention to imitate: the neurobiology of intentional versus automatic imitation. Cereb Cortex (2009) 1.04

Novelty and target processing during an auditory novelty oddball: a simultaneous event-related potential and functional magnetic resonance imaging study. Neuroimage (2007) 1.02

Top-down task effects overrule automatic multisensory responses to letter-sound pairs in auditory association cortex. Neuroimage (2007) 1.02

Tracking the mind's image in the brain II: transcranial magnetic stimulation reveals parietal asymmetry in visuospatial imagery. Neuron (2002) 1.01

From coarse to fine? Spatial and temporal dynamics of cortical face processing. Cereb Cortex (2010) 1.00

Intact navigation skills after bilateral loss of striate cortex. Curr Biol (2008) 0.99

Receptive field size-dependent attention effects in simultaneously presented stimulus displays. Neuroimage (2005) 0.99

The sound of size: crossmodal binding in pitch-size synesthesia: a combined TMS, EEG and psychophysics study. Neuroimage (2011) 0.99

Hearing illusory sounds in noise: sensory-perceptual transformations in primary auditory cortex. J Neurosci (2007) 0.98

Playing charades in the fMRI: are mirror and/or mentalizing areas involved in gestural communication? PLoS One (2009) 0.98

Mental chronometry of working memory retrieval: a combined functional magnetic resonance imaging and event-related potentials approach. J Neurosci (2006) 0.97

Whole brain high-resolution functional imaging at ultra high magnetic fields: an application to the analysis of resting state networks. Neuroimage (2011) 0.97

Cortical depth dependent functional responses in humans at 7T: improved specificity with 3D GRASE. PLoS One (2013) 0.97

On the functional relevance of frontal cortex for passive and voluntarily controlled bistable vision. Cereb Cortex (2011) 0.97

Combining structural connectivity and response latencies to model the structure of the visual system. PLoS Comput Biol (2008) 0.96

Dynamic premotor-to-parietal interactions during spatial imagery. J Neurosci (2008) 0.96

Combined distributed source and single-trial EEG-fMRI modeling: application to effortful decision making processes. Neuroimage (2009) 0.96

Spatial organization of frequency preference and selectivity in the human inferior colliculus. Nat Commun (2013) 0.96

The neural correlates of human working memory for haptically explored object orientations. Cereb Cortex (2006) 0.95

Remembered but unused: the accessory items in working memory that do not guide attention. J Cogn Neurosci (2009) 0.95

Understanding the functional neuroanatomy of acquired prosopagnosia. Neuroimage (2007) 0.94

Abnormal face identity coding in the middle fusiform gyrus of two brain-damaged prosopagnosic patients. Neuropsychologia (2009) 0.93

fMR-adaptation indicates selectivity to audiovisual content congruency in distributed clusters in human superior temporal cortex. BMC Neurosci (2010) 0.93

Holistic face categorization in higher order visual areas of the normal and prosopagnosic brain: toward a non-hierarchical view of face perception. Front Hum Neurosci (2011) 0.92

Holistic perception of individual faces in the right middle fusiform gyrus as evidenced by the composite face illusion. J Vis (2010) 0.91

Processing of natural sounds: characterization of multipeak spectral tuning in human auditory cortex. J Neurosci (2013) 0.91