Beyond mind-reading: multi-voxel pattern analysis of fMRI data

[1]  L. Pessoa,et al.  Decoding near-threshold perception of fear from distributed single-trial brain activation. , 2006, Cerebral cortex.

[2]  F. Tong,et al.  Decoding Seen and Attended Motion Directions from Activity in the Human Visual Cortex , 2006, Current Biology.

[3]  P. Sajda,et al.  Temporal characterization of the neural correlates of perceptual decision making in the human brain. , 2006, Cerebral cortex.

[4]  Rainer Goebel,et al.  Information-based functional brain mapping. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[5]  Doris Y. Tsao,et al.  A Cortical Region Consisting Entirely of Face-Selective Cells , 2006, Science.

[6]  Vaidehi S. Natu,et al.  Category-Specific Cortical Activity Precedes Retrieval During Memory Search , 2005, Science.

[7]  John D E Gabrieli,et al.  Control over brain activation and pain learned by using real-time functional MRI. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[8]  Kalanit Grill-Spector,et al.  Identifying Distributed Object Representations in Human Extrastriate Visual Cortex , 2005, NIPS.

[9]  Janaina Mourão Miranda,et al.  Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data , 2005, NeuroImage.

[10]  Dinggang Shen,et al.  Classifying spatial patterns of brain activity with machine learning methods: Application to lie detection , 2005, NeuroImage.

[11]  Tomaso Poggio,et al.  Fast Readout of Object Identity from Macaque Inferior Temporal Cortex , 2005, Science.

[12]  G. Rees,et al.  Predicting the Stream of Consciousness from Activity in Human Visual Cortex , 2005, Current Biology.

[13]  G. Pfurtscheller,et al.  EEG-based neuroprosthesis control: A step towards clinical practice , 2005, Neuroscience Letters.

[14]  Stephen C. Strother,et al.  Support vector machines for temporal classification of block design fMRI data , 2005, NeuroImage.

[15]  Geoffrey M Boynton,et al.  Imaging orientation selectivity: decoding conscious perception in V1 , 2005, Nature Neuroscience.

[16]  G. Rees,et al.  Predicting the orientation of invisible stimuli from activity in human primary visual cortex , 2005, Nature Neuroscience.

[17]  F. Tong,et al.  Decoding the visual and subjective contents of the human brain , 2005, Nature Neuroscience.

[18]  Alice J. O'Toole,et al.  Partially Distributed Representations of Objects and Faces in Ventral Temporal Cortex , 2005, Journal of Cognitive Neuroscience.

[19]  Lars Kai Hansen,et al.  Optimizing the fMRI data-processing pipeline using prediction and reproducibility performance metrics: I. A preliminary group analysis , 2004, NeuroImage.

[20]  Anthony Randal McIntosh,et al.  Partial least squares analysis of neuroimaging data: applications and advances , 2004, NeuroImage.

[21]  Bin He,et al.  Classifying EEG-based motor imagery tasks by means of time–frequency synthesized spatial patterns , 2004, Clinical Neurophysiology.

[22]  Tom M. Mitchell,et al.  Learning to Decode Cognitive States from Brain Images , 2004, Machine Learning.

[23]  Stephen José Hanson,et al.  Combinatorial codes in ventral temporal lobe for object recognition: Haxby (2001) revisited: is there a “face” area? , 2004, NeuroImage.

[24]  A. P. R Smith,et al.  fMRI correlates of the episodic retrieval of emotional contexts , 2004, NeuroImage.

[25]  L. Davachi,et al.  Behavioral/systems/cognitive Functional–neuroanatomic Correlates of Recollection: Implications for Models of Recognition Memory , 2022 .

[26]  Bin He,et al.  Motor imagery task classification for brain computer interface applications using spatiotemporal principle component analysis , 2004, Neurological research.

[27]  Gary H. Glover,et al.  Learned regulation of spatially localized brain activation using real-time fMRI , 2004, NeuroImage.

[28]  David M. Santucci,et al.  Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates , 2003, PLoS biology.

[29]  Doris Y. Tsao,et al.  Faces and objects in macaque cerebral cortex , 2003, Nature Neuroscience.

[30]  Karl J. Friston,et al.  Dynamic causal modelling , 2003, NeuroImage.

[31]  David D. Cox,et al.  Functional magnetic resonance imaging (fMRI) “brain reading”: detecting and classifying distributed patterns of fMRI activity in human visual cortex , 2003, NeuroImage.

[32]  R. Buckner,et al.  Functional Dissociation among Components of Remembering: Control, Perceived Oldness, and Content , 2003, The Journal of Neuroscience.

[33]  Essa Yacoub,et al.  The Evaluation of Preprocessing Choices in Single-Subject BOLD fMRI Using NPAIRS Performance Metrics , 2003, NeuroImage.

[34]  T. Carlson,et al.  Patterns of Activity in the Categorical Representations of Objects , 2003, Journal of Cognitive Neuroscience.

[35]  N. Kanwisher,et al.  How Distributed Is Visual Category Information in Human Occipito-Temporal Cortex? An fMRI Study , 2002, Neuron.

[36]  Barak A. Pearlmutter,et al.  Linear Spatial Integration for Single-Trial Detection in Encephalography , 2002, NeuroImage.

[37]  G. Orban,et al.  The organization of orientation selectivity throughout macaque visual cortex. , 2002, Cerebral cortex.

[38]  A. Ishai,et al.  Distributed and Overlapping Representations of Faces and Objects in Ventral Temporal Cortex , 2001, Science.

[39]  V D Calhoun,et al.  Spatial and temporal independent component analysis of functional MRI data containing a pair of task‐related waveforms , 2001, Human brain mapping.

[40]  K. Grill-Spector,et al.  fMR-adaptation: a tool for studying the functional properties of human cortical neurons. , 2001, Acta psychologica.

[41]  N. Kanwisher,et al.  Mental Imagery of Faces and Places Activates Corresponding Stimulus-Specific Brain Regions , 2000, Journal of Cognitive Neuroscience.

[42]  E. Tulving,et al.  Reactivation of encoding-related brain activity during memory retrieval. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[43]  S. Petersen,et al.  Memory's echo: vivid remembering reactivates sensory-specific cortex. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[44]  Garrison W. Cottrell,et al.  Is All Face Processing Holistic? The View from UCSD , 2000 .

[45]  David G. Stork,et al.  Pattern Classification (2nd ed.) , 1999 .

[46]  S. Edelman,et al.  Toward direct visualization of the internal shape representation space by fMRI , 1998, Psychobiology.

[47]  Gert Pfurtscheller,et al.  Mining multi-channel EEG for its information content: an ANN-based method for a brain-computer interface , 1998, Neural Networks.

[48]  Karl J. Friston,et al.  Human Brain Function , 1997 .

[49]  J. V. Haxby,et al.  Spatial Pattern Analysis of Functional Brain Images Using Partial Least Squares , 1996, NeuroImage.

[50]  A. Grinvald,et al.  Relationships between orientation-preference pinwheels, cytochrome oxidase blobs, and ocular-dominance columns in primate striate cortex. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[51]  Endel Tulving,et al.  Encoding specificity and retrieval processes in episodic memory. , 1973 .

[52]  David G. Stork,et al.  Pattern Classification , 1973 .

[53]  F. Bartlett,et al.  Remembering: A Study in Experimental and Social Psychology , 1932 .