-
1
-
-
84893461815
-
Searchlight-based multi-voxel pattern analysis of fMRI by cross-validated MANOVA
-
Allefeld, C., and Haynes, J.-D. (2014). Searchlight-based multi-voxel pattern analysis of fMRI by cross-validated MANOVA. Neuroimage 89, 345-357. doi: 10.1016/j.neuroimage.2013.11.043
-
(2014)
Neuroimage
, vol.89
, pp. 345-357
-
-
Allefeld, C.1
Haynes, J.-D.2
-
2
-
-
33745726849
-
Neural correlations, population coding and computation
-
Averbeck, B. B., Latham, P. E., and Pouget, A. (2006). Neural correlations, population coding and computation. Nat. Rev. Neurosci. 7, 358-366. doi: 10.1038/nrn1888
-
(2006)
Nat. Rev. Neurosci
, vol.7
, pp. 358-366
-
-
Averbeck, B.B.1
Latham, P.E.2
Pouget, A.3
-
3
-
-
84961252246
-
The faces in radiological images: Fusiform face area supports radiological expertise
-
(in press)
-
Bilalic, M., Grottenthaler, T., Nagele, T., andLindig, T. (in press). The faces in radiological images: Fusiform face area supports radiological expertise. Cereb. Cortex. doi: 10.1093/cercor/bhu272
-
Cereb. Cortex
-
-
Bilalic, M.1
Grottenthaler, T.2
Nagele, T.3
Lindig, T.4
-
4
-
-
34249029672
-
The non-invasive Berlin brain-computer interface: Fast acquisition of effective performance in untrained subjects
-
Blankertz, B., Dornhege, G., Krauledat, M., Muller, K.-R., and Curio, G. (2007). The non-invasive Berlin brain-computer interface: Fast acquisition of effective performance in untrained subjects. Neuroimage 37, 539-550. doi: 10.1016/j.neuroimage.2007.01.051
-
(2007)
Neuroimage
, vol.37
, pp. 539-550
-
-
Blankertz, B.1
Dornhege, G.2
Krauledat, M.3
Muller, K.-R.4
Curio, G.5
-
5
-
-
79955702502
-
LIBSVM: A libraryfor support vector machines
-
Chang, C. C., and Lin, C. J. (2011). LIBSVM: A libraryfor support vector machines. ACMTrans. Intel. Syst. Technol. 2, 1-27. doi: 10.1145/1961189.1961199
-
(2011)
Acmtrans. Intel. Syst. Technol
, vol.2
, pp. 1-27
-
-
Chang, C.C.1
Lin, C.J.2
-
6
-
-
84920132589
-
Parietal and earlyvisual cortices encode workingmemorycontent across mental transformations
-
(in press)
-
Christophel, T. B., Cichy, R. M., Hebart, M. N., and Haynes, J.-D. (in press). Parietal and earlyvisual cortices encode workingmemorycontent across mental transformations. Neuroimage. doi: 10.1016/j.neuroimage.2014.11.018
-
Neuroimage
-
-
Christophel, T.B.1
Cichy, R.M.2
Hebart, M.N.3
Haynes, J.-D.4
-
7
-
-
84896703745
-
Decoding complex flow-field patterns in visual working memory
-
Christophel, T. B., and Haynes, J.-D. (2014). Decoding complex flow-field patterns in visual working memory. Neuroimage 91, 43-51. doi: 10.1016/j.neuroimage.2014.01.025
-
(2014)
Neuroimage
, vol.91
, pp. 43-51
-
-
Christophel, T.B.1
Haynes, J.-D.2
-
8
-
-
84866401528
-
Decoding the contents ofvisual short-termmemoryfromhuman visual and parietalcortex
-
Christophel, T. B., Hebart, M. N., and Haynes, J.-D. (2012). Decoding the contents ofvisual short-termmemoryfromhuman visual and parietalcortex. J. Neurosci. 32, 12983-12989. doi: 10.1523/JNEUROSCI.0184-12.2012
-
(2012)
J. Neurosci
, vol.32
, pp. 12983-12989
-
-
Christophel, T.B.1
Hebart, M.N.2
Haynes, J.-D.3
-
9
-
-
34249753618
-
Support-vector networks
-
Cortes, C., and Vapnik, V. (1995). Support-vector networks. Mach. Learn. 20, 273-297. doi: 10.1007/BF00994018
-
(1995)
Mach. Learn
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
10
-
-
0041737619
-
Functional magnetic resonance imaging (FMRI)"brain reading": Detecting and classifying distributed patterns of fMRI activity in human visual cortex
-
Cox, D. D., and Savoy, R. L. (2003). Functional magnetic resonance imaging (fMRI)"brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19, 261-270. doi: 10.1016/S1053-8119(03)00049-1
-
(2003)
Neuroimage
, vol.19
, pp. 261-270
-
-
Cox, D.D.1
Savoy, R.L.2
-
11
-
-
79960638062
-
Identification of conversion from mild cognitive impairment to Alzheimer's disease using multi- variate predictors
-
Cui, Y., Liu, B., Luo, S., Zhen, X., Fan, M., Liu, T., et al. (2011). Identification of conversion from mild cognitive impairment to Alzheimer's disease using multi- variate predictors. PLoS ONE6:e21896. doi: 10.1371/journal.pone.0021896
-
(2011)
Plos ONE6
, vol.896
-
-
Cui, Y.1
Liu, B.2
Luo, S.3
Zhen, X.4
Fan, M.5
Liu, T.6
-
12
-
-
52049116700
-
Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns
-
De Martino, F., Valente, G., Staeren, N., Ashburner, J., Goebel, R., and Formisano, E. (2008). Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage 43, 44-58. doi: 10.1016/j.neuroimage.2008.06.037
-
(2008)
Neuroimage
, vol.43
, pp. 44-58
-
-
De Martino, F.1
Valente, G.2
Staeren, N.3
Ashburner, J.4
Goebel, R.5
Formisano, E.6
-
13
-
-
67649666979
-
An introduction to anatomical ROI-based fMRI classification analysis
-
Etzel, J. A., Gazzola, V., and Keysers, C. (2009). An introduction to anatomical ROI-based fMRI classification analysis. Brain Res. 1282, 114-125. doi: 10.1016/j.brainres.2009.05.090
-
(2009)
Brain Res
, vol.1282
, pp. 114-125
-
-
Etzel, J.A.1
Gazzola, V.2
Keysers, C.3
-
14
-
-
84877336908
-
Searchlight analysis: Promise, pitfalls, and potential
-
Etzel, J. A., Zacks, J. M., and Braver, T. S. (2013). Searchlight analysis: promise, pitfalls, and potential. Neuroimage 78, 261-269. doi: 10.1016/j.neuroimage.2013.03.041
-
(2013)
Neuroimage
, vol.78
, pp. 261-269
-
-
Etzel, J.A.1
Zacks, J.M.2
Braver, T.S.3
-
15
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
Available online at
-
Fan, R.-E., Chang, K.-W., Hsieh, C.-J., Wang, X.-R., and Lin, C.-J. (2008). LIBLINEAR: a library for large linear classification. J. Mach. Learn. Res. 9, 1871-1874. Available online at: http://dl.acm.org/citation.cfm?id=1442794
-
(2008)
J. Mach. Learn. Res
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
16
-
-
48549099375
-
Multivariate analysis of fMRI time series: Classification and regression of brain responses using machine learning
-
Formisano, E., De Martino, F., and Valente, G. (2008). Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning. Magn. Reson. Imaging 26, 921-934. doi: 10.1016/j.mri.2008.01.052
-
(2008)
Magn. Reson. Imaging
, vol.26
, pp. 921-934
-
-
Formisano, E.1
De Martino, F.2
Valente, G.3
-
17
-
-
4344705249
-
Statistical parametric maps in functional imaging: A general linear approach. Hum
-
Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J.-P., Frith, C. D., and Frackowiak, R. S. (1994). Statistical parametric maps in functional imaging: A general linear approach. Hum. Brain Mapp. 2, 189-210. doi: 10.1002/hbm.460020402
-
(1994)
Brain Mapp
, vol.2
, pp. 189-210
-
-
Friston, K.J.1
Holmes, A.P.2
Worsley, K.J.3
Poline, J.-P.4
Frith, C.D.5
Frackowiak, R.S.6
-
18
-
-
33646134377
-
A critique of functional localisers
-
Friston, K. J., Rotshtein, P., Geng, J. J., Sterzer, P., and Henson, R. N. (2006). A critique of functional localisers. Neuroimage 30, 1077-1087. doi: 10.1016/j.neuroimage.2005.08.012
-
(2006)
Neuroimage
, vol.30
, pp. 1077-1087
-
-
Friston, K.J.1
Rotshtein, P.2
Geng, J.J.3
Sterzer, P.4
Henson, R.N.5
-
19
-
-
84896267494
-
The consequences of subtracting the mean pattern in fMRI multivariate correlation analyses
-
Garrido, L., Vaziri-Pashkam, M., Nakayama, K., and Wilmer, J. (2013). The consequences of subtracting the mean pattern in fMRI multivariate correlation analyses. Front. Neurosci. 7:174. doi: 10.3389/fnins.2013.00174
-
(2013)
Front. Neurosci
, vol.7
, pp. 174
-
-
Garrido, L.1
Vaziri-Pashkam, M.2
Nakayama, K.3
Wilmer, J.4
-
20
-
-
84904749680
-
MANIA—A pattern classification toolbox for neuroimaging data
-
Grotegerd, D., Redlich, R., Almeida, J. R., Riemenschneider, M., Kugel, H., Arolt, V., et al. (2014). MANIA—A pattern classification toolbox for neuroimaging data. Neuroinformatics 12, 471-486. doi: 10.1007/s12021-014-9223-8
-
(2014)
Neuroinformatics
, vol.12
, pp. 471-486
-
-
Grotegerd, D.1
Redlich, R.2
Almeida, J.R.3
Riemenschneider, M.4
Kugel, H.5
Arolt, V.6
-
21
-
-
84920870223
-
Non-holistic coding of objects in lateral occipital complex with and without attention
-
Guggenmos, M., Thoma, V., Cichy, R. M., Haynes, J.-D., Sterzer, P., Richardson-Klavehn, A. (in press). Non-holistic coding of objects in lateral occipital complex with and without attention. Neuroimage. doi: 10.1016/j.neuroimage.2014.12.013
-
Neuroimage
-
-
Guggenmos, M.1
Thoma, V.2
Cichy, R.M.3
Haynes, J.-D.4
Sterzer, P.5
Richardson-Klavehn, A.6
-
22
-
-
33745561205
-
An introduction to variable and feature selection
-
Available online at
-
Guyon, I., and Elisseeff, A. (2003). An introduction to variable and feature selection. J. Mach. Learn. Res. 3, 1157-1182. Available online at: http://dl.acm.org/citation.cfm?id=944968
-
(2003)
J. Mach. Learn. Res
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
23
-
-
33745891586
-
-
Berlin: Springer
-
Guyon, I., Gunn, S., Nikravesh, M., and Zadeh, L. (2006). Feature Extraction: Foundations and Applications. Berlin: Springer.
-
(2006)
Feature Extraction: Foundations and Applications
-
-
Guyon, I.1
Gunn, S.2
Nikravesh, M.3
Zadeh, L.4
-
24
-
-
64049085419
-
PyMVPA: A python toolbox for multivariate pattern analysis of fMRI data
-
Hanke, M., Halchenko, Y. O., Sederberg, P. B., Hanson, S. J., Haxby, J. V., and Pollmann, S. (2009a). PyMVPA: A python toolbox for multivariate pattern analysis of fMRI data. Neuroinformatics 7, 37-53. doi: 10.1007/s12021-008-9041-y
-
(2009)
Neuroinformatics
, vol.7
, pp. 37-53
-
-
Hanke, M.1
Halchenko, Y.O.2
Sederberg, P.B.3
Hanson, S.J.4
Haxby, J.V.5
Pollmann, S.6
-
25
-
-
84890872627
-
PyMVPA: A unifying approach to the analysis of neuroscientific data
-
Hanke, M., Halchenko, Y. O., Sederberg, P. B., Olivetti, E., Frund, I., Rieger, J. W., et al. (2009b). PyMVPA: A unifying approach to the analysis of neuroscientific data. Front. Neuroinform. 3:3. doi: 10.3389/neuro.11.003.2009
-
(2009)
Front. Neuroinform
, vol.3
, pp. 3
-
-
Hanke, M.1
Halchenko, Y.O.2
Sederberg, P.B.3
Olivetti, E.4
Frund, I.5
Rieger, J.W.6
-
26
-
-
84890905553
-
On the interpretation of weight vectors of linear models in mul-tivariate neuroimaging
-
Haufe, S., Meinecke, F., Gorgen, K., Dahne, S., Haynes, J.-D., Blankertz, B., et al. (2014). On the interpretation of weight vectors of linear models in mul-tivariate neuroimaging. Neuroimage 87, 96-110. doi: 10.1016/j.neuroimage.2013.10.067
-
(2014)
Neuroimage
, vol.87
, pp. 96-110
-
-
Haufe, S.1
Meinecke, F.2
Gorgen, K.3
Dahne, S.4
Haynes, J.-D.5
Blankertz, B.6
-
27
-
-
0035964792
-
Distributed and overlapping representations of faces and objects in ventral temporal cortex
-
Haxby, J.V., Gobbini, M.I., Furey, M.L., Ishai, A., Schouten, J.L., and Pietrini, P. (2001). Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293, 2425-2430. doi: 10.1126/science.1063736
-
(2001)
Science
, vol.293
, pp. 2425-2430
-
-
Haxby, J.V.1
Gobbini, M.I.2
Furey, M.L.3
Ishai, A.4
Schouten, J.L.5
Pietrini, P.6
-
28
-
-
80054834251
-
A common, high-dimensional model ofthe representational space in human ventral temporal cortex
-
Haxby, J. V., Guntupalli, J. S., Connolly, A. C., Halchenko, Y. O., Conroy, B. R., Gobbini, M. I., et al. (2011). A common, high-dimensional model ofthe representational space in human ventral temporal cortex. Neuron 72, 404-416. doi: 10.1016/j.neuron.2011.08.026
-
(2011)
Neuron
, vol.72
, pp. 404-416
-
-
Haxby, J.V.1
Guntupalli, J.S.2
Connolly, A.C.3
Halchenko, Y.O.4
Conroy, B.R.5
Gobbini, M.I.6
-
29
-
-
33745587777
-
Decoding mental states from brain activity in humans. Nat
-
Haynes, J.-D., and Rees, G. (2006). Decoding mental states from brain activity in humans. Nat. Rev. Neurosci. 7, 523-534. doi: 10.1038/nrn1931
-
(2006)
Rev. Neurosci
, vol.7
, pp. 523-534
-
-
Haynes, J.-D.1
Rees, G.2
-
30
-
-
33846895365
-
Reading hidden intentions in the human brain
-
Haynes, J.-D., Sakai, K., Rees, G., Gilbert, S., Frith, C., and Passingham, R. E. (2007). Reading hidden intentions in the human brain. Curr. Biol. 17, 323-328. doi: 10.1016/j.cub.2006.11.072
-
(2007)
Curr. Biol
, vol.17
, pp. 323-328
-
-
Haynes, J.-D.1
Sakai, K.2
Rees, G.3
Gilbert, S.4
Frith, C.5
Passingham, R.E.6
-
31
-
-
84866148333
-
Human visual and parietal cortex encode visual choices independent of motor plans
-
Hebart, M. N., Donner, T. H., and Haynes, J.-D. (2012). Human visual and parietal cortex encode visual choices independent of motor plans. Neuroimage 63, 1393-1403. doi: 10.1016/j.neuroimage.2012.08.027
-
(2012)
Neuroimage
, vol.63
, pp. 1393-1403
-
-
Hebart, M.N.1
Donner, T.H.2
Haynes, J.-D.3
-
32
-
-
84959907503
-
The relationship between perceptual decision variables and confidence in the human brain
-
in press, 10.1093/cercor/bhu181
-
Hebart, M. N., Schriever, Y., Donner, T. H., and Haynes, J.-D. (in press). The relationship between perceptual decision variables and confidence in the human brain. Cereb. Cortex bhu181. doi: 10.1093/cercor/bhu181
-
Cereb. Cortex Bhu
, pp. 181
-
-
Hebart, M.N.1
Schriever, Y.2
Donner, T.H.3
Haynes, J.-D.4
-
33
-
-
80052571346
-
Differential BOLD activity associated with subjective and objective reports during "blindsight" in normal observers
-
Hesselmann, G., Hebart, M., and Malach, R. (2011). Differential BOLD activity associated with subjective and objective reports during "blindsight" in normal observers. J. Neurosci. 31, 12936-12944. doi: 10.1523/JNEUROSCI.1556-11.2011
-
(2011)
J. Neurosci
, vol.31
, pp. 12936-12944
-
-
Hesselmann, G.1
Hebart, M.2
Malach, R.3
-
34
-
-
84877589229
-
Neural decoding of visual imagery during sleep
-
Horikawa, T., Tamaki, M., Miyawaki, Y., and Kamitani, Y. (2013). Neural decoding of visual imagery during sleep. Science 340, 639-642. doi: 10.1126/sci-ence.1234330
-
(2013)
Science
, vol.340
, pp. 639-642
-
-
Horikawa, T.1
Tamaki, M.2
Miyawaki, Y.3
Kamitani, Y.4
-
35
-
-
0030911020
-
The fusiform face area: A module in human extrastriate cortex specialized for face perception
-
Kanwisher, N., McDermott, J., and Chun, M. M. (1997). The fusiform face area: a module in human extrastriate cortex specialized for face perception. J. Neurosci. 17, 4302-4311.
-
(1997)
J. Neurosci
, vol.17
, pp. 4302-4311
-
-
Kanwisher, N.1
McDermott, J.2
Chun, M.M.3
-
36
-
-
79955035342
-
Pattern-information analysis: From stimulus decoding to computational-model testing
-
Kriegeskorte, N. (2011). Pattern-information analysis: from stimulus decoding to computational-model testing. Neuroimage 56, 411-421. doi: 10.1016/j.neuroimage.2011.01.061
-
(2011)
Neuroimage
, vol.56
, pp. 411-421
-
-
Kriegeskorte, N.1
-
37
-
-
38049187766
-
Individual faces elicit distinct response patterns in human anterior temporal cortex
-
Kriegeskorte, N., Formisano, E., Sorger, B., and Goebel, R. (2007). Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc. Natl. Acad. Sci. U.S.A. 104, 20600-20605. doi: 10.1073/pnas.0705654104
-
(2007)
Proc. Natl. Acad. Sci. U.S.A
, vol.104
, pp. 20600-20605
-
-
Kriegeskorte, N.1
Formisano, E.2
Sorger, B.3
Goebel, R.4
-
38
-
-
33644870032
-
Information-based functional brain mapping
-
Kriegeskorte, N., Goebel, R., and Bandettini, P. (2006). Information-based functional brain mapping. Proc. Natl. Acad. Sci. U.S.A. 103, 3863-3868. doi: 10.1073/pnas.0600244103
-
(2006)
Proc. Natl. Acad. Sci. U.S.A
, vol.103
, pp. 3863-3868
-
-
Kriegeskorte, N.1
Goebel, R.2
Bandettini, P.3
-
39
-
-
57649175760
-
Representational similarity analysis—Connecting the branches of systems neuroscience
-
Kriegeskorte, N., Mur, M., and Bandettini, P. (2008). Representational similarity analysis—Connecting the branches of systems neuroscience. Front. Syst. Neurosci. 2:4. doi: 10.3389/neuro.06.004.2008
-
(2008)
Front. Syst. Neurosci
, vol.2
, pp. 4
-
-
Kriegeskorte, N.1
Mur, M.2
Bandettini, P.3
-
40
-
-
67649135107
-
Circular analysis in systems neuroscience: The dangers of double dipping
-
Kriegeskorte, N., Simmons, W. K., Bellgowan, P. S., and Baker, C. I. (2009). Circular analysis in systems neuroscience: the dangers of double dipping. Nat. Neurosci. 12, 535-540. doi: 10.1038/nn.2303
-
(2009)
Nat. Neurosci
, vol.12
, pp. 535-540
-
-
Kriegeskorte, N.1
Simmons, W.K.2
Bellgowan, P.S.3
Baker, C.I.4
-
41
-
-
48549099795
-
Comparison of pattern recognition methods in classifying high-resolution BOLD signals obtained at high magnetic field in monkeys
-
Ku, S., Gretton, A., Macke, J., and Logothetis, N. K. (2008). Comparison of pattern recognition methods in classifying high-resolution BOLD signals obtained at high magnetic field in monkeys. Magn. Reson. Imaging 26, 1007-1014. doi: 10.1016/j.mri.2008.02.016
-
(2008)
Magn. Reson. Imaging
, vol.26
, pp. 1007-1014
-
-
Ku, S.1
Gretton, A.2
Macke, J.3
Logothetis, N.K.4
-
42
-
-
79954990666
-
Introduction to machine learning for brain imaging
-
Lemm, S., Blankertz, B., Dickhaus, T., and Muller, K.-R. (2011). Introduction to machine learning for brain imaging. Neuroimage 56, 387-399. doi: 10.1016/j.neuroimage.2010.11.004
-
(2011)
Neuroimage
, vol.56
, pp. 387-399
-
-
Lemm, S.1
Blankertz, B.2
Dickhaus, T.3
Muller, K.-R.4
-
44
-
-
0035849892
-
Neurophysiological investigation of the basis of the fMRI signal
-
Logothetis, N. K., Pauls, J., Augath, M., Trinath, T., and Oeltermann, A. (2001). Neurophysiological investigation of the basis of the fMRI signal. Nature 412, 150-157. doi: 10.1038/35084005
-
(2001)
Nature
, vol.412
, pp. 150-157
-
-
Logothetis, N.K.1
Pauls, J.2
Augath, M.3
Trinath, T.4
Oeltermann, A.5
-
45
-
-
84916936919
-
Investigating category-and shape-selective neural processing in ventral and dorsal visual stream under interocular suppression
-
Ludwig, K., Kathmann, N., Sterzer, P., and Hesselmann, G. (2015). Investigating category-and shape-selective neural processing in ventral and dorsal visual stream under interocular suppression. Hum. Brain Mapp. 36, 137-149. doi: 10.1002/hbm.22618
-
(2015)
Hum. Brain Mapp
, vol.36
, pp. 137-149
-
-
Ludwig, K.1
Kathmann, N.2
Sterzer, P.3
Hesselmann, G.4
-
46
-
-
77955307443
-
Comparison of multivariate classifiers and response normalizations for pattern-information fMRI
-
Misaki, M., Kim, Y., Bandettini, P. A., and Kriegeskorte, N. (2010). Comparison of multivariate classifiers and response normalizations for pattern-information fMRI. Neuroimage 53, 103-118. doi: 10.1016/j.neuroimage.2010.05.051
-
(2010)
Neuroimage
, vol.53
, pp. 103-118
-
-
Misaki, M.1
Kim, Y.2
Bandettini, P.A.3
Kriegeskorte, N.4
-
47
-
-
34247335427
-
Dynamic discrimination analysis: A spatial-temporal SVM
-
Mourao-Miranda, J., Friston, K. J., and Brammer, M. (2007). Dynamic discrimination analysis: a spatial-temporal SVM. Neuroimage 36, 88-99. doi: 10.1016/j.neuroimage.2007.02.020
-
(2007)
Neuroimage
, vol.36
, pp. 88-99
-
-
Mourao-Miranda, J.1
Friston, K.J.2
Brammer, M.3
-
48
-
-
33750737054
-
The impact oftemporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data
-
Mourao-Miranda, J., Reynaud, E., McGlone, F., Calvert, G., and Brammer, M. (2006). The impact oftemporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage 33, 1055-1065. doi: 10.1016/j.neuroimage.2006.08.016
-
(2006)
Neuroimage
, vol.33
, pp. 1055-1065
-
-
Mourao-Miranda, J.1
Reynaud, E.2
McGlone, F.3
Calvert, G.4
Brammer, M.5
-
49
-
-
0035272287
-
An introduction to kernel-based learning algorithms
-
Muller, K.-R., Mika, S., Ratsch, G., Tsuda, K., and Scholkopf, B. (2001). An introduction to kernel-based learning algorithms. Neural Netw. IEEE Trans. 12, 181-201. doi: 10.1109/72.914517
-
(2001)
Neural Netw. IEEE Trans
, vol.12
, pp. 181-201
-
-
Muller, K.-R.1
Mika, S.2
Ratsch, G.3
Tsuda, K.4
Scholkopf, B.5
-
50
-
-
84855430105
-
Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses
-
Mumford, J. A., Turner, B. O., Ashby, F. G., and Poldrack, R. A. (2012). Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses. Neuroimage 59, 2636-2643. doi: 10.1016/j.neuroimage.2011.08.076
-
(2012)
Neuroimage
, vol.59
, pp. 2636-2643
-
-
Mumford, J.A.1
Turner, B.O.2
Ashby, F.G.3
Poldrack, R.A.4
-
51
-
-
79955010085
-
Encoding and decoding in fMRI
-
Naselaris, T., Kay, K. N., Nishimoto, S., and Gallant, J. L. (2011). Encoding and decoding in fMRI. Neuroimage 56, 400-410. doi: 10.1016/j.neuroimage.2010.07.073
-
(2011)
Neuroimage
, vol.56
, pp. 400-410
-
-
Naselaris, T.1
Kay, K.N.2
Nishimoto, S.3
Gallant, J.L.4
-
52
-
-
79959949625
-
Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis
-
Nestor, A., Plaut, D. C., and Behrmann, M. (2011). Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis. Proc. Natl. Acad. Sci. U.S.A. 108, 9998-10003. doi: 10.1073/pnas.1102433108
-
(2011)
Proc. Natl. Acad. Sci. U.S.A
, vol.108
, pp. 9998-10003
-
-
Nestor, A.1
Plaut, D.C.2
Behrmann, M.3
-
53
-
-
0036136472
-
Nonparametric permutation tests for functional neuroimaging: A primer with examples
-
Nichols, T. E., and Holmes, A. P. (2002). Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum. Brain Mapp. 15, 1-25. doi: 10.1002/hbm.1058
-
(2002)
Hum. Brain Mapp
, vol.15
, pp. 1-25
-
-
Nichols, T.E.1
Holmes, A.P.2
-
54
-
-
84899423992
-
Atoolboxfor representational similarityanalysis
-
Nili, H., Wingfield, C., Walther, A., Su, L., Marslen-Wilson, W., and Kriegeskorte, N. (2014). Atoolboxfor representational similarityanalysis. PLOSComput. Biol. 10:e1003553. doi: 10.1371/journal.pcbi.1003553
-
(2014)
Ploscomput. Biol
, vol.10
-
-
Nili, H.1
Wingfield, C.2
Walther, A.3
Su, L.4
Marslen-Wilson, W.5
Kriegeskorte, N.6
-
55
-
-
84899428996
-
Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions
-
Noirhomme, Q., Lesenfants, D., Gomez, F., Soddu, A., Schrouff, J., Garraux, G., et al. (2014). Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions. Neuroimage Clin. 4, 687-694. doi: 10.1016/j.nicl.2014.04.004
-
(2014)
Neuroimage Clin
, vol.4
, pp. 687-694
-
-
Noirhomme, Q.1
Lesenfants, D.2
Gomez, F.3
Soddu, A.4
Schrouff, J.5
Garraux, G.6
-
56
-
-
33748178966
-
Beyond mind-reading: Multi-voxel pattern analysis of fMRI data
-
Norman, K. A., Polyn, S. M., Detre, G. J., and Haxby, J. V. (2006). Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends Cogn. Sci. 10, 424-430. doi: 10.1016/j.tics.2006.07.005
-
(2006)
Trends Cogn. Sci
, vol.10
, pp. 424-430
-
-
Norman, K.A.1
Polyn, S.M.2
Detre, G.J.3
Haxby, J.V.4
-
57
-
-
65549168742
-
Machine learning classifiers and fMRI: A tutorial overview
-
Pereira, F., Mitchell, T., and Botvinick, M. (2009). Machine learning classifiers and fMRI: a tutorial overview. Neuroimage 45, S199-S209. doi: 10.1016/j.neuroimage.2008.11.007
-
(2009)
Neuroimage
, vol.45
, pp. S199-S209
-
-
Pereira, F.1
Mitchell, T.2
Botvinick, M.3
-
58
-
-
84870196539
-
Distributed representations of rule identity and rule order in human frontal cortex and striatum
-
Reverberi, C., Gorgen, K., and Haynes, J.-D. (2012). Distributed representations of rule identity and rule order in human frontal cortex and striatum. J. Neurosci. 32, 17420-17430. doi: 10.1523/JNEUROSCI.2344-12.2012
-
(2012)
J. Neurosci
, vol.32
, pp. 17420-17430
-
-
Reverberi, C.1
Gorgen, K.2
Haynes, J.-D.3
-
59
-
-
84897833678
-
Representation of spatial information in key areas of the descending pain modula- tory system
-
Ritter, C., Hebart, M. N., Wolbers, T., and Bingel, U. (2014). Representation of spatial information in key areas of the descending pain modula- tory system. J. Neurosci. 34, 4634-4639. doi: 10.1523/JNEUROSCI.4342-13.2014
-
(2014)
J. Neurosci
, vol.34
, pp. 4634-4639
-
-
Ritter, C.1
Hebart, M.N.2
Wolbers, T.3
Bingel, U.4
-
60
-
-
62749193935
-
-
Available online at:
-
Rorden, C. (2007). MRIcron. Available online at: http://www.mccauslandcenter.sc.edu/mricro/mricron/
-
(2007)
Mricron
-
-
Rorden, C.1
-
61
-
-
85118436573
-
Extracting support data for a given task
-
Menlo Park, CA: AAAI Press
-
Scholkopf, B., Burgess, C., and Vapnik, V. (1995). "Extracting support data for a given task," in Proceedings,FirstInternational Conference on Knowledge Discovery & Data Mining. Menlo Park, CA: AAAI Press.
-
(1995)
Proceedings,Firstinternational Conference on Knowledge Discovery & Data Mining
-
-
Scholkopf, B.1
Burgess, C.2
Vapnik, V.3
-
62
-
-
84879919468
-
The Statistical Analysis of Multi-Voxel Patterns in Functional Imaging
-
Schreiber, K., and Krekelberg, B. (2013). The Statistical Analysis of Multi-Voxel Patterns in Functional Imaging. PLoS ONE 8:e69328. doi: 10.1371/jour-nal.pone.0069328
-
(2013)
Plos ONE
, vol.8
, pp. 328
-
-
Schreiber, K.1
Krekelberg, B.2
-
63
-
-
84881091929
-
PRoNTo: Pattern recognition for neuroimaging toolbox
-
Schrouff, J., Rosa, M. J., Rondina, J. M., Marquand, A. F., Chu, C., Ashburner, J., et al. (2013). PRoNTo: pattern recognition for neuroimaging toolbox. Neuroinformatics11, 319-337. doi: 10.1007/s12021-013-9178-1
-
(2013)
Neuroinformatics11
, pp. 319-337
-
-
Schrouff, J.1
Rosa, M.J.2
Rondina, J.M.3
Marquand, A.F.4
Chu, C.5
Ashburner, J.6
-
64
-
-
59349103232
-
The coding of color, motion, and their conjunction in the human visual cortex
-
Seymour, K., Clifford, C. W., Logothetis, N. K., and Bartels, A. (2009). The coding of color, motion, and their conjunction in the human visual cortex. Curr. Biol. 19, 177-183. doi: 10.1016/j.cub.2008.12.050
-
(2009)
Curr. Biol
, vol.19
, pp. 177-183
-
-
Seymour, K.1
Clifford, C.W.2
Logothetis, N.K.3
Bartels, A.4
-
65
-
-
77954666305
-
The SHOGUN machine learning toolbox
-
Available online at
-
Sonnenburg, S., Ratsch, G., Henschel, S., Widmer, C., Behr, J., Zien, A., et al. (2010). The SHOGUN machine learning toolbox. J. Mach. Learn. Res. 11, 1799-1802. Available online at: http://dl.acm.org/citation.cfm?id=1859911
-
(2010)
J. Mach. Learn. Res
, vol.11
, pp. 1799-1802
-
-
Sonnenburg, S.1
Ratsch, G.2
Henschel, S.3
Widmer, C.4
Behr, J.5
Zien, A.6
-
66
-
-
84868260207
-
Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): Random permutations and cluster size control
-
Stelzer, J., Chen, Y., and Turner, R. (2013). Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): random permutations and cluster size control. Neuroimage 65, 69-82. doi: 10.1016/j.neuroimage.2012.09.063
-
(2013)
Neuroimage
, vol.65
, pp. 69-82
-
-
Stelzer, J.1
Chen, Y.2
Turner, R.3
-
67
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B Methodol. 58, 267-288.
-
(1996)
J. R. Stat. Soc. Ser. B Methodol
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
68
-
-
84901797605
-
Decoding pattern motion information in V1
-
Van Kemenade, B. M., Seymour, K., Christophel, T. B., Rothkirch, M., and Sterzer, P. (2014a). Decoding pattern motion information in V1. Cortex 57, 177-187. doi: 10.1016/j.cortex.2014.04.014
-
(2014)
Cortex
, vol.57
, pp. 177-187
-
-
Van Kemenade, B.M.1
Seymour, K.2
Christophel, T.B.3
Rothkirch, M.4
Sterzer, P.5
-
69
-
-
84884917771
-
Tactile and visual motion direction processing in hMT+/V5
-
Van Kemenade, B. M., Seymour, K., Wacker, E., Spitzer, B., Blankenburg, F., and Sterzer, P. (2014b). Tactile and visual motion direction processing in hMT+/V5. Neuroimage 84, 420-427. doi: 10.1016/j.neuroimage.2013.09.004
-
(2014)
Neuroimage
, vol.84
, pp. 420-427
-
-
Van Kemenade, B.M.1
Seymour, K.2
Wacker, E.3
Spitzer, B.4
Blankenburg, F.5
Sterzer, P.6
-
70
-
-
79959277582
-
MRI pattern recognition in multiple sclerosis normal-appearing brain areas
-
Weygandt, M., Hackmack, K., Pfuller, C., Bellmann-Strobl, J., Paul, F., Zipp, F., et al. (2011). MRI pattern recognition in multiple sclerosis normal-appearing brain areas. PLoS ONE 6:e21138. doi: 10.1371/journal.pone.0021138
-
(2011)
Plos ONE
, vol.6
, pp. e21138
-
-
Weygandt, M.1
Hackmack, K.2
Pfuller, C.3
Bellmann-Strobl, J.4
Paul, F.5
Zipp, F.6
|