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List of co-cited articles
692 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


Distributed and overlapping representations of faces and objects in ventral temporal cortex.
J V Haxby, M I Gobbini, M L Furey, A Ishai, J L Schouten, P Pietrini. Science 2001
51

Decoding the visual and subjective contents of the human brain.
Yukiyasu Kamitani, Frank Tong. Nat Neurosci 2005
991
40

Beyond mind-reading: multi-voxel pattern analysis of fMRI data.
Kenneth A Norman, Sean M Polyn, Greg J Detre, James V Haxby. Trends Cogn Sci 2006
36

Information-based functional brain mapping.
Nikolaus Kriegeskorte, Rainer Goebel, Peter Bandettini. Proc Natl Acad Sci U S A 2006
33

Decoding mental states from brain activity in humans.
John-Dylan Haynes, Geraint Rees. Nat Rev Neurosci 2006
885
23

Representational similarity analysis - connecting the branches of systems neuroscience.
Nikolaus Kriegeskorte, Marieke Mur, Peter Bandettini. Front Syst Neurosci 2008
22

Machine learning classifiers and fMRI: a tutorial overview.
Francisco Pereira, Tom Mitchell, Matthew Botvinick. Neuroimage 2009
822
21

Encoding and decoding in fMRI.
Thomas Naselaris, Kendrick N Kay, Shinji Nishimoto, Jack L Gallant. Neuroimage 2011
296
19


Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data.
Janaina Mourão-Miranda, Arun L W Bokde, Christine Born, Harald Hampel, Martin Stetter. Neuroimage 2005
392
17

Identifying natural images from human brain activity.
Kendrick N Kay, Thomas Naselaris, Ryan J Prenger, Jack L Gallant. Nature 2008
520
17

Decoding neural representational spaces using multivariate pattern analysis.
James V Haxby, Andrew C Connolly, J Swaroop Guntupalli. Annu Rev Neurosci 2014
263
17

Matching categorical object representations in inferior temporal cortex of man and monkey.
Nikolaus Kriegeskorte, Marieke Mur, Douglas A Ruff, Roozbeh Kiani, Jerzy Bodurka, Hossein Esteky, Keiji Tanaka, Peter A Bandettini. Neuron 2008
626
15


Comparison of multivariate classifiers and response normalizations for pattern-information fMRI.
Masaya Misaki, Youn Kim, Peter A Bandettini, Nikolaus Kriegeskorte. Neuroimage 2010
262
14

A common, high-dimensional model of the representational space in human ventral temporal cortex.
James V Haxby, J Swaroop Guntupalli, Andrew C Connolly, Yaroslav O Halchenko, Bryan R Conroy, M Ida Gobbini, Michael Hanke, Peter J Ramadge. Neuron 2011
261
14


Predicting human brain activity associated with the meanings of nouns.
Tom M Mitchell, Svetlana V Shinkareva, Andrew Carlson, Kai-Min Chang, Vicente L Malave, Robert A Mason, Marcel Adam Just. Science 2008
408
13

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns.
Federico De Martino, Giancarlo Valente, Noël Staeren, John Ashburner, Rainer Goebel, Elia Formisano. Neuroimage 2008
299
12

Bayesian reconstruction of natural images from human brain activity.
Thomas Naselaris, Ryan J Prenger, Kendrick N Kay, Michael Oliver, Jack L Gallant. Neuron 2009
219
12

What do differences between multi-voxel and univariate analysis mean? How subject-, voxel-, and trial-level variance impact fMRI analysis.
Tyler Davis, Karen F LaRocque, Jeanette A Mumford, Kenneth A Norman, Anthony D Wagner, Russell A Poldrack. Neuroimage 2014
130
12

Population receptive field estimates in human visual cortex.
Serge O Dumoulin, Brian A Wandell. Neuroimage 2008
552
11

Representational geometry: integrating cognition, computation, and the brain.
Nikolaus Kriegeskorte, Rogier A Kievit. Trends Cogn Sci 2013
280
11

A toolbox for representational similarity analysis.
Hamed Nili, Cai Wingfield, Alexander Walther, Li Su, William Marslen-Wilson, Nikolaus Kriegeskorte. PLoS Comput Biol 2014
285
10

Visual image reconstruction from human brain activity using a combination of multiscale local image decoders.
Yoichi Miyawaki, Hajime Uchida, Okito Yamashita, Masa-aki Sato, Yusuke Morito, Hiroki C Tanabe, Norihiro Sadato, Yukiyasu Kamitani. Neuron 2008
189
10

Decoding patterns of human brain activity.
Frank Tong, Michael S Pratte. Annu Rev Psychol 2012
167
10


A Model of Representational Spaces in Human Cortex.
J Swaroop Guntupalli, Michael Hanke, Yaroslav O Halchenko, Andrew C Connolly, Peter J Ramadge, James V Haxby. Cereb Cortex 2016
74
13


Neural decoding of visual imagery during sleep.
T Horikawa, M Tamaki, Y Miyawaki, Y Kamitani. Science 2013
165
9

Reading hidden intentions in the human brain.
John-Dylan Haynes, Katsuyuki Sakai, Geraint Rees, Sam Gilbert, Chris Frith, Richard E Passingham. Curr Biol 2007
377
9

On the interpretation of weight vectors of linear models in multivariate neuroimaging.
Stefan Haufe, Frank Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann. Neuroimage 2014
428
9

Reconstructing visual experiences from brain activity evoked by natural movies.
Shinji Nishimoto, An T Vu, Thomas Naselaris, Yuval Benjamini, Bin Yu, Jack L Gallant. Curr Biol 2011
260
9

Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates.
Anders Eklund, Thomas E Nichols, Hans Knutsson. Proc Natl Acad Sci U S A 2016
9


Only some spatial patterns of fMRI response are read out in task performance.
Mark A Williams, Sabin Dang, Nancy G Kanwisher. Nat Neurosci 2007
124
8

Natural speech reveals the semantic maps that tile human cerebral cortex.
Alexander G Huth, Wendy A de Heer, Thomas L Griffiths, Frédéric E Theunissen, Jack L Gallant. Nature 2016
339
8

Patterns of activity in the categorical representations of objects.
Thomas A Carlson, Paul Schrater, Sheng He. J Cogn Neurosci 2003
158
8

The representation of biological classes in the human brain.
Andrew C Connolly, J Swaroop Guntupalli, Jason Gors, Michael Hanke, Yaroslav O Halchenko, Yu-Chien Wu, Hervé Abdi, James V Haxby. J Neurosci 2012
182
8


Support vector machines for temporal classification of block design fMRI data.
Stephen LaConte, Stephen Strother, Vladimir Cherkassky, Jon Anderson, Xiaoping Hu. Neuroimage 2005
214
8

Deconstructing multivariate decoding for the study of brain function.
Martin N Hebart, Chris I Baker. Neuroimage 2018
76
10

Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines.
Gaël Varoquaux, Pradeep Reddy Raamana, Denis A Engemann, Andrés Hoyos-Idrobo, Yannick Schwartz, Bertrand Thirion. Neuroimage 2017
209
8


Neurophysiological investigation of the basis of the fMRI signal.
N K Logothetis, J Pauls, M Augath, T Trinath, A Oeltermann. Nature 2001
7



Orientation decoding depends on maps, not columns.
Jeremy Freeman, Gijs Joost Brouwer, David J Heeger, Elisha P Merriam. J Neurosci 2011
153
7


Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses.
Jeanette A Mumford, Benjamin O Turner, F Gregory Ashby, Russell A Poldrack. Neuroimage 2012
264
7


Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.