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For: Kohler PJ, Fogelson SV, Reavis EA, Meng M, Guntupalli JS, Hanke M, Halchenko YO, Connolly AC, Haxby JV, Tse PU. Pattern classification precedes region-average hemodynamic response in early visual cortex. Neuroimage 2013;78:249-60. [DOI: 10.1016/j.neuroimage.2013.04.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Revised: 04/01/2013] [Accepted: 04/04/2013] [Indexed: 10/26/2022]  Open
Number Cited by Other Article(s)
1
Polimeni JR, Lewis LD. Imaging faster neural dynamics with fast fMRI: A need for updated models of the hemodynamic response. Prog Neurobiol 2021;207:102174. [PMID: 34525404 PMCID: PMC8688322 DOI: 10.1016/j.pneurobio.2021.102174] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 07/30/2021] [Accepted: 09/08/2021] [Indexed: 12/20/2022]
2
Yoo SH, Santosa H, Kim CS, Hong KS. Decoding Multiple Sound-Categories in the Auditory Cortex by Neural Networks: An fNIRS Study. Front Hum Neurosci 2021;15:636191. [PMID: 33994978 PMCID: PMC8113416 DOI: 10.3389/fnhum.2021.636191] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 03/31/2021] [Indexed: 11/13/2022]  Open
3
Kuntzelman KM, Williams JM, Lim PC, Samal A, Rao PK, Johnson MR. Deep-Learning-Based Multivariate Pattern Analysis (dMVPA): A Tutorial and a Toolbox. Front Hum Neurosci 2021;15:638052. [PMID: 33737872 PMCID: PMC7960649 DOI: 10.3389/fnhum.2021.638052] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 02/08/2021] [Indexed: 11/17/2022]  Open
4
Choupan J, Douglas PK, Gal Y, Cohen MS, Reutens DC, Yang Z. Temporal embedding and spatiotemporal feature selection boost multi-voxel pattern analysis decoding accuracy. J Neurosci Methods 2020;345:108836. [PMID: 32726664 DOI: 10.1016/j.jneumeth.2020.108836] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 06/24/2020] [Accepted: 06/28/2020] [Indexed: 10/23/2022]
5
Li J, Guo B, Cui L, Huang H, Meng M. Dissociated modulations of multivoxel activation patterns in the ventral and dorsal visual pathways by the temporal dynamics of stimuli. Brain Behav 2020;10:e01673. [PMID: 32496013 PMCID: PMC7375111 DOI: 10.1002/brb3.1673] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 04/12/2020] [Accepted: 04/30/2020] [Indexed: 01/29/2023]  Open
6
Neural signals in amygdala predict implicit prejudice toward an ethnic outgroup. Neuroimage 2019;189:341-352. [DOI: 10.1016/j.neuroimage.2019.01.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2018] [Revised: 12/11/2018] [Accepted: 01/08/2019] [Indexed: 11/18/2022]  Open
7
Seeing patterns in neuroimaging data. PROGRESS IN BRAIN RESEARCH 2018. [PMID: 30514528 DOI: 10.1016/bs.pbr.2018.10.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register]
8
Gotsopoulos A, Saarimäki H, Glerean E, Jääskeläinen IP, Sams M, Nummenmaa L, Lampinen J. Reproducibility of importance extraction methods in neural network based fMRI classification. Neuroimage 2018;181:44-54. [PMID: 29964190 DOI: 10.1016/j.neuroimage.2018.06.076] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Revised: 06/19/2018] [Accepted: 06/28/2018] [Indexed: 12/12/2022]  Open
9
Robust inter-subject audiovisual decoding in functional magnetic resonance imaging using high-dimensional regression. Neuroimage 2017;163:244-263. [DOI: 10.1016/j.neuroimage.2017.09.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Revised: 09/14/2017] [Accepted: 09/17/2017] [Indexed: 11/23/2022]  Open
10
Izuma K, Shibata K, Matsumoto K, Adolphs R. Neural predictors of evaluative attitudes toward celebrities. Soc Cogn Affect Neurosci 2017;12:382-390. [PMID: 27651542 PMCID: PMC5390710 DOI: 10.1093/scan/nsw135] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 09/09/2016] [Indexed: 11/13/2022]  Open
11
Mill RD, Ito T, Cole MW. From connectome to cognition: The search for mechanism in human functional brain networks. Neuroimage 2017;160:124-139. [PMID: 28131891 DOI: 10.1016/j.neuroimage.2017.01.060] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 12/17/2016] [Accepted: 01/25/2017] [Indexed: 11/30/2022]  Open
12
Schlegel A, Konuthula D, Alexander P, Blackwood E, Tse PU. Fundamentally Distributed Information Processing Integrates the Motor Network into the Mental Workspace during Mental Rotation. J Cogn Neurosci 2016;28:1139-51. [PMID: 27054403 DOI: 10.1162/jocn_a_00965] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
13
Haxby JV, Connolly AC, Guntupalli JS. Decoding neural representational spaces using multivariate pattern analysis. Annu Rev Neurosci 2014;37:435-56. [PMID: 25002277 DOI: 10.1146/annurev-neuro-062012-170325] [Citation(s) in RCA: 442] [Impact Index Per Article: 40.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
14
Distinguishing multi-voxel patterns and mean activation: Why, how, and what does it tell us? COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2013;13:667-73. [DOI: 10.3758/s13415-013-0186-2] [Citation(s) in RCA: 94] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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