Using fMRI to decode true thoughts independent of intention to conceal

NeuroImage

Volumn 99, Issue , 2014, Pages 80-92

  Yang, Zhi ^a,b   Huang, Zirui ^a,c,d   Gonzalez Castillo, Javier ^b   Dai, Rui ^d,e   Northoff, Georg ^c,d   Bandettini, Peter ^b  

^a INSTITUTE OF PSYCHOLOGY   (China)

^b NATIONAL INSTITUTE OF MENTAL HEALTH   (United States)

^c UNIVERSITY OF OTTAWA   (Canada)

^d HANGZHOU NORMAL UNIVERSITY   (China)

^e SOUTH CHINA NORMAL UNIVERSITY   (China)

Author keywords

Deception; Dorsolateral prefrontal cortex; FMRI; Multivariate pattern analysis; Searchlight

Indexed keywords

ADULT; ARTICLE; BEHAVIOR; BOLD SIGNAL; BRAIN COMPUTER INTERFACE; COLLEGE STUDENT; CONTROLLED STUDY; DECEPTION; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; INTENTION TO CONCEAL; MALE; MENTAL CAPACITY; MENTAL PERFORMANCE; MIDDLE FRONTAL GYRUS; PARAHIPPOCAMPAL GYRUS; PRIORITY JOURNAL; SPATIAL ORIENTATION; SUPERIOR TEMPORAL GYRUS; SUPRAMARGINAL GYRUS; THINKING; VISUAL INFORMATION; BRAIN; BRAIN CORTEX; FORENSIC MEDICINE; IMAGE PROCESSING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHOTOSTIMULATION; PHYSIOLOGY; PROCEDURES; PSYCHOLOGY; REPRODUCIBILITY; YOUNG ADULT;

ADULT; BRAIN; CEREBRAL CORTEX; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; INTENTION; LIE DETECTION; MAGNETIC RESONANCE IMAGING; MALE; PHOTIC STIMULATION; REPRODUCIBILITY OF RESULTS; YOUNG ADULT;

EID: 84903538597     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.05.034     Document Type: Article

References (59)

1. Abe N. The neurobiology of deception: evidence from neuroimaging and loss-of-function studies. Curr. Opin. Neurol. 2009, 22:594.
2. Abe N., Okuda J., Suzuki M., Sasaki H., Matsuda T., Mori E., Tsukada M., Fujii T. Neural correlates of true memory, false memory, and deception. Cereb. Cortex 2008, 18:2811.
3. Barber A.D., Carter C.S. Cognitive control involved in overcoming prepotent response tendencies and switching between tasks. Cereb. Cortex 2005, 15:899-912.
4. Buxton R.B. Dynamic models of BOLD contrast. NeuroImage 2012, 62:953-961.
5. Christ S.E., Van Essen D.C., Watson J.M., Brubaker L.E., McDermott K.B. The contributions of prefrontal cortex and executive control to deception: evidence from activation likelihood estimate meta-analyses. Cereb. Cortex 2009, 19:1557-1566.
6. Coutanche M.N., Thompson-Schill S.L., Schultz R.T. Multi-voxel pattern analysis of fMRI data predicts clinical symptom severity. NeuroImage 2011, 57:113-123.
7. Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput. Biomed. Res. 1996, 29:162-173.
8. Çukur T., Nishimoto S., Huth A.G., Gallant J.L. Attention during natural vision warps semantic representation across the human brain. Nat. Neurosci. 2013, 16:763-770.
9. Druzgal T.J., D'Esposito M. A neural network reflecting decisions about human faces. Neuron 2001, 32:947-955.
10. Eickhoff S.B., Stephan K.E., Mohlberg H., Grefkes C., Fink G.R., Amunts K., Zilles K. A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data. NeuroImage 2005, 25:1325-1335.
11. Etzel J.A., Zacks J.M., Braver T.S. Searchlight analysis: promise, pitfalls, and potential. NeuroImage 2013, 78:261-269.
12. Fox P.T. The coupling controversy. NeuroImage 2012, 62:594-601.
13. Fox C.J., Iaria G., Barton J.J.S. Defining the face processing network: optimization of the functional localizer in fMRI. Hum. Brain Mapp. 2009, 30:1637-1651.
14. Gobbini M.I., Haxby J.V. Neural response to the visual familiarity of faces. Brain Res. Bull. 2006, 71:76-82.
15. Gobbini M.I., Haxby J.V. Neural systems for recognition of familiar faces. Neuropsychologia 2007, 45:32-41.
16. Gonzalez-Castillo J., Saad Z.S., Handwerker D.A., Inati S.J., Brenowitz N., Bandettini P.A. Whole-brain, time-locked activation with simple tasks revealed using massive averaging and model-free analysis. Proc. Natl. Acad. Sci. U. S. A. 2012, 109:5487-5492.
17. Gonzalez-Castillo J., Duthie K.N., Saad Z.S., Chu C., Bandettini P.A., Luh W.M. Effects of image contrast on functional MRI image registration. NeuroImage 2013, 67:163-174.
18. Hampton A.N., O'Doherty J.P. Decoding the neural substrates of reward-related decision making with functional MRI. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:1377-1382.
19. Haxby J.V., Gobbini M.I., Furey M.L., Ishai A., Schouten J.L., Pietrini P. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 2001, 293:2425.
20. Haynes J.D., Rees G. Decoding mental states from brain activity in humans. Nat. Rev. Neurosci. 2006, 7:523-534.
21. Haynes J.D., Sakai K., Rees G., Gilbert S., Frith C., Passingham R.E. Reading hidden intentions in the human brain. Curr. Biol. 2007, 17:323-328.
22. Heeger D.J., Ress D. What does fMRI tell us about neuronal activity?. Nat. Rev. Neurosci. 2002, 3:142-151.
23. Heekeren H.R., Marrett S., Bandettini P.A., Ungerleider L.G. A general mechanism for perceptual decision-making in the human brain. Nature 2004, 431:859-862.
24. Heekeren H.R., Marrett S., Ruff D.A., Bandettini P.A., Ungerleider L.G. Involvement of human left dorsolateral prefrontal cortex in perceptual decision making is independent of response modality. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:10023-10028.
25. Henson R.N., Burgess N., Frith C.D. Recoding, storage, rehearsal and grouping in verbal short-term memory: an fMRI study. Neuropsychologia 2000, 38:426-440.
26. Jobard G., Crivello F., Tzourio-Mazoyer N. Evaluation of the dual route theory of reading: a metanalysis of 35 neuroimaging studies. NeuroImage 2003, 20:693-712.
27. Johnson R., Barnhardt J., Zhu J. The contribution of executive processes to deceptive responding. Neuropsychologia 2004, 42:878-901.
28. Kim J.N., Shadlen M.N. Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque. Nat. Neurosci. 1999, 2:176-185.
29. Kowalczyk A., Chapelle O. An analysis of the anti-learning phenomenon for the class symmetric polyhedron. Algorithmic learning theory 2005, 78-91. Springer, Berlin Heidelberg. S. Jain, H. Simon, E. Tomita (Eds.).
30. Kriegeskorte N., Goebel R., Bandettini P. Information-based functional brain mapping. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:3863-3868.
31. Langleben D.D., Schroeder L., Maldjian J.A., Gur R.C., McDonald S., Ragland J.D., O'Brien C.P., Childress A.R. Brain activity during simulated deception: an event-related functional magnetic resonance study. NeuroImage 2002, 15:727-732.
32. Langleben D.D., Loughead J.W., Bilker W.B., Ruparel K., Childress A.R., Busch S.I., Gur R.C. Telling truth from lie in individual subjects with fast event-related fMRI. Hum. Brain Mapp. 2005, 26:262-272.
33. Logothetis N.K., Pauls J., Augath M., Trinath T., Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature 2001, 412:150-157.
34. Meiran N., Chorev Z., Sapir A. Component processes in task switching. Cogn. Psychol. 2000, 41:211-253.
35. Meyer K., Kaplan J.T., Essex R., Webber C., Damasio H., Damasio A. Predicting visual stimuli on the basis of activity in auditory cortices. Nat. Neurosci. 2010, 13:667-668.
36. Misaki M., Kim Y., Bandettini P.A., Kriegeskorte N. Comparison of multivariate classifiers and response normalizations for pattern-information fMRI. NeuroImage 2010, 53:103-118.
37. Mitchell T., Hutchinson R., Niculescu R., Pereira F., Wang X., Just M., Newman S. Learning to decode cognitive states from brain images. Mach. Learn. 2004, 13:667-668.
38. Monti M.M., Vanhaudenhuyse A., Coleman M.R., Boly M., Pickard J.D., Tshibanda L., Owen A.M., Laureys S. Willful modulation of brain activity in disorders of consciousness. N. Engl. J. Med. 2010, 362:579-589.
39. Naci L., Cusack R., Jia V.Z., Owen A.M. The Brain's silent messenger: using selective attention to decode human thought for brain-based communication. J. Neurosci. 2013, 33:9385-9393.
40. Norman K.A., Polyn S.M., Detre G.J., Haxby J.V. Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends Cogn. Sci. 2006, 10:424-430.
41. Owen A.M., Coleman M.R., Boly M., Davis M.H., Laureys S., Pickard J.D. Detecting awareness in the vegetative state. Science 2006, 313:1402.
42. Paulesu E., Frith C.D., Frackowiak R.S. The neural correlates of the verbal component of working memory. Nature 1993, 362:342-345.
43. Phan K.L., Magalhaes A., Ziemlewicz T.J., Fitzgerald D.A., Green C., Smith W. Neural correlates of telling lies: a functional magnetic resonance imaging study at 4 Tesla. Acad. Radiol. 2005, 12:164-172.
44. Pleger B., Ruff C.C., Blankenburg F., Bestmann S., Wiech K., Stephan K.E., Capilla A., Friston K.J., Dolan R.J. Neural coding of tactile decisions in the human prefrontal cortex. J. Neurosci. 2006, 26:12596-12601.
45. Price C.J. The anatomy of language: a review of 100 fMRI studies published in 2009. Ann. N. Y. Acad. Sci. 2010, 1191:62-88.
46. Rissman J., Greely H.T., Wagner A.D. Detecting individual memories through the neural decoding of memory states and past experience. Proc. Natl. Acad. Sci. U. S. A. 2010, 107:9849-9854.
47. Simon O., Mangin J.F., Cohen L., Le Bihan D., Dehaene S. Topographical layout of hand, eye, calculation, and language-related areas in the human parietal lobe. Neuron 2002, 33:475-487.
48. Sip K., Roepstorff A., McGregor W., Frith C. Detecting deception: the scope and limits. Trends Cogn. Sci. 2008, 12:48-53.
49. Sip K., Lynge M., Wallentin M., McGregor W., Frith C., Roepstorff A. The production and detection of deception in an interactive game. Neuropsychologia 2010, 48:3619-3626.
50. Soon C.S., Brass M., Heinze H.J., Haynes J.D. Unconscious determinants of free decisions in the human brain. Nat. Neurosci. 2008, 11:543-545.
51. Soon C.S., He A.H., Bode S., Haynes J.D. Predicting free choices for abstract intentions. Proc. Natl. Acad. Sci. U. S. A. 2013, 110:6217-6222.
52. Spence S.A., Farrow T.F., Herford A.E., Wilkinson I.D., Zheng Y., Woodruff P.W. Behavioural and functional anatomical correlates of deception in humans. Neuroreport 2001, 12:2849-2853.
53. Spence S.A., Hunter M.D., Farrow T.F., Green R.D., Leung D.H., Hughes C.J., Ganesan V. A cognitive neurobiological account of deception: evidence from functional neuroimaging. Philos. Trans. R. Soc. Lond. Ser. B Biol. Sci. 2004, 359:1755-1762.
54. Sun D., Lee T.M., Chan C.C. Unfolding the spatial and temporal neural processing of lying about face familiarity. Cereb. Cortex 2013, (Epub ahead of print). 10.1093/cercor/bht284.
55. Talairach J., Tournoux P. Co-planar stereotaxic atlas of the human brain 1988, G. Thieme; Thieme Medical Publishers, Stuttgart; New York.
56. Xiong J., Gao J.-H., Lancaster J.L., Fox P.T. Clustered pixels analysis for functional MRI activation studies of the human brain. Hum. Brain Mapp. 1995, 3:287-301.
57. Xu G., Jiang Y., Ma L., Yang Z., Weng X. Similar spatial patterns of neural coding of category selectivity in FFA and VWFA under different attention conditions. Neuropsychologia 2012, 50:862-868.
58. Yacoub E., Shmuel A., Pfeuffer J., Van De Moortele P.F., Adriany G., Ugurbil K., Hu X.P. Investigation of the initial dip in fMRI at 7 Tesla. NMR Biomed. 2001, 14:408-412.
59. Yang Z., Fang F., Weng X. Recent developments in multivariate pattern analysis for functional MRI. Neurosci. Bull. 2012, 28:399-408.