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Advances in Psychological Science    2019, Vol. 27 Issue (1) : 160-170     DOI: 10.3724/SP.J.1042.2019.00160
Research Method |
Applications of functional near-infrared spectroscopy to lying researches
Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin 300074, China
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The Functional Near-Infrared Spectroscopy (fNIRS) is one of the most promising functional neuroimaging tools in recent years due to its high ecological validity, low cost, and less sensitivity to head motions. Experimental paradigms of instructed lies and spontaneous lies have been used to verify the feasibility and accuracy of fNIRS technology in previous lying researches, and provided an opportunity to explore the cognitive mechanisms involved in lying among children, and the neural mechanisms of lying in real interaction scenarios. Future researches should use multimodal methods and indexes to enhance the accuracy of lie detection, and could explore the brain networks and the neural development of lying behavior to enrich research perspectives.

Keywords functional near-infrared spectroscopy      interpersonal interaction      lie detection     
ZTFLH:  B841  
Issue Date: 23 November 2018
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Xuejun BAI
Cite this article:   
Xuejun BAI,Peng ZHANG,Qihan ZHANG, et al. Applications of functional near-infrared spectroscopy to lying researches[J]. Advances in Psychological Science, 2019, 27(1): 160-170.
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1 陈昊 . (2013). 说谎的练习效应,模拟犯罪情境下的说谎与坦白研究 (硕士论文). 浙江师范大学, 金华.
2 崔茜, 蒋军, 杨文静, 张庆林 . (2013). 欺骗的神经机制和测谎应用:来自fMRI研究的证据. 心理科学进展, 21(9), 1629-1624.
3 丁晓攀 . (2012). 欺骗行为的发展及其社会认知神经机制 (博士论文). 华东师范大学, 上海.
4 董珊珊, 陈飞燕, 何宏建 . (2013). 脑成像技术的测谎应用及其心理生理学基础. 生物物理学报, (2), 94-104.
5 傅根跃, 马艳, 丁晓攀 . (2008). GKT测谎模式研究. 中国临床心理学杂志, 16(1), 106-109.
6 胡志善 . (2015). 说谎的发展: 前额叶作用的初探 (硕士论文). 浙江师范大学, 金华.
7 蒋伟雄, 刘华生, 廖坚, 李勇帆, 王维 . (2015). 基于多维模式分析对说谎的脑网络特征识别. 电子科技大学学报, 44(2), 311-315.
8 李放, 朱绘霖, 高倩倩, 胡自强, 郭欢, 徐贵雄, 何赛灵 . (2016). 自发说谎的光学脑成像研究. 华南师范大学学报(自然科学版), (2), 24-29.
9 梁静, 李开云, 曲方炳, 陈宥辛, 颜文靖, 傅小兰 . (2014). 说谎的非言语视觉线索. 心理科学进展, 22(6), 995-1005
10 梁静, 颜文靖, 陈文锋, 傅小兰 . (2016). 影响说谎行为的情境因素——基于自我概念维持理论的视角. 心理与行为研究,14(5), 709-714.
11 刘宝根, 周兢, 李菲菲 . (2011). 脑功能成像的新方法——功能性近红外光谱技术(fNIRS). 心理科学, 34(4), 943-949.
12 刘佩龙 . (2015). 互动情景下欺骗的神经机制初探——近红外脑功能成像研究(硕士学位论文). 浙江师范大学, 金华.
13 刘涛, 刘星辰 . (2017). fNIRS在自闭症脑功能研究中的应用与展望. 心理科学, 40(4), 1005-1010.
14 赛李阳 . (2012). 互动情境下谎言决策,反应和结果评价的神经机制的fNIRS和ERP研究(硕士学位论文). 浙江师范大学, 金华.
15 叶佩霞, 朱睿达, 唐红红, 买晓琴, 刘超 . (2017). 近红外光学成像在社会认知神经科学中的应用. 心理科学进展, 25(5), 731-741.
16 张亭玉, 张雨青 . (2008). 说谎行为及其识别的心理学研究. 心理科学进展, 16(4), 651-660.
17 周小梅 . (2013). 隐瞒信息测试下反应时,皮肤电和fNIRS的多指标测谎研究(硕士学位论文). 浙江师范大学, 金华.
18 邹雨晨, 李燕芳, 丁颖 . (2015). 早期高级认知发展与前额叶功能发育的fNIRS研究. 心理发展与教育, 31(6), 761-768.
19 Abe N. . (2009). The neurobiology of deception: Evidence from neuroimaging and loss-of-function studies. Current Opinion in Neurology, 22(6), 594-600.
pmid: 19786872 url:
20 Abe N. . (2011). How the brain shapes deception an integrated review of the literature. The Neuroscientist, 17(5)560-574.
pmid: 21454323 url:
21 Ben-Shakhar G., & Elaad E. (2003). The validity of psychophysiological detection of information with the Guilty Knowledge Test: A meta-analytic review. Journal of Applied Psychology, 88(1), 131-151.
pmid: 12675401 url:
22 Bhutta M.R., &Hong K.S . (2013). Classification of fNIRS signals for deception decoding using LDA and SVM.Paper presented at the meeting of 13th International Conference on Control, Automation and Systems (ICCAS 2013)(pp. 2093-7121). Gwangju, South Korea.
23 Bhutta M. R., Hong K. S., Naseer N., & Khan M. J . (2014,September). Hemodynamic signals based lie detection using a new wireless NIRS system. Paper presented at the meeting of 13th he Society of Instrument and Control Engineers (SICE2014)(pp. 979-984). Sapporo, Japan.
24 Bhutta M.R., Hong, M. J., Kim, Y.H. &Hong, K. S . (2015). Single-trial lie detection using a combined fNIRS-polygraph system. Frontiers in Psychology, 6, 709.
pmid: 26082733 url:
25 Blandón-Gitlin I., Fenn E., Masip J., & Yoo A. H . (2014). Cognitive-load approaches to detect deception: Searching for cognitive mechanisms. Trends in Cognitive Sciences, 18(9), 441-444.
pmid: 4309739 url:
26 Boas D.A., Elwell, C. E., Ferrari M.r, & Taga G. (2014). Twenty years of functional near-infrared spectroscopy: Introduction for the special issue. Neuroimage, 85, 1-5.
pmid: 24321364 url:
27 BondJr C.F., &DePaulo B.M . (2008). Individual differences in judging deception: Accuracy and bias. Psychological Bulletin, 134(4), 477-492.
28 Carrión R. E., Keenan J. P., & Sebanz N . (2010). A truth that’s told with bad intent: An ERP study of deception. Cognition, 114(1), 105-110.
pmid: 19836013 url:
29 Christ S. E., Van Essen D. C., Watson J. M., Brubaker L. E., & McDermott K. B . (2009). The contributions of prefrontal cortex and executive control to deception: Evidence from activation likelihood estimate meta- analyses. Cerebral Cortex, 19(7), 1557-1566.
pmid: 18980948 url:
30 DePaulo B. M., Kashy D. A., Kirkendol S. E., Wyer M. M., & Epstein J. A . (1996). Lying in everyday life. Journal of Personality and Social Psychology, 70(5), 979-995.
31 Ding X. P., Gao X., Fu G., & Lee K . (2013). Neural correlates of spontaneous deception: A functional near- infrared spectroscopy (fNIRS) study. Neuropsychologia, 51(4), 704-712.
pmid: 23340482 url:
32 Ding X. P., Sai L., Fu G., Liu J., & Lee K . (2014). Neural correlates of second-order verbal deception: A functional near-infrared spectroscopy (fNIRS) study. Neuroimage, 87, 505-514.
pmid: 24161626 url:
33 Ding X. P., Wu S. J., Liu J., Fu G., & Lee K . (2017). Functional neural networks of honesty and dishonesty in children: Evidence from graph theory analysis. Scientific Reports, 7(1), 12085.
pmid: 28935904 url:
34 Evans, A. D. & Lee K. (2013). Emergence of lying in very young children. Developmental Psychology, 49(10),1958-1963.
pmid: 23294150 url:
35 Farah M. J., Hutchinson J. B., Phelps E. A., & Wagner A. D . (2014). Functional MRI-based lie detection: Scientific and societal challenges. Nature Reviews Neuroscience, 15(2), 123-131.
pmid: 24588019 url:
36 Ferrari M., & Quaresima V. (2012). A brief review on the history of human functional near-infrared spectroscopy (fNIRS) development and fields of application. Neuroimage, 63(2), 921-935.
pmid: 22510258 url:
37 Greene, J.D. &Paxton, J. M . (2009). Patterns of neural activity associated with honest and dishonest moral decisions. Proceedings of the National Academy of Sciences, 106(30),12506-12511.
pmid: 19622733 url:
38 Hu, X. S., Hong, K. S., &Ge S.S . (2012). fNIRS-based online deception decoding. Journal of Neural Engineering, 9(2),026012.
pmid: 22337819 url:
39 Izzetoglu K., Yurtsever G., Bozkurt A., Yazici B., Bunce S., Pourrezaei K., & Onaral B . (2003,January). NIR spectroscopy measurements of cognitive load elicited by GKT and target categorization. Paper presented at the meeting of 36th Annual Hawaii International Conference on(pp. 2093-7121). Big Island, HI, USA.
40 Lee T. M., Liu H. L., Chan C. C. H., Ng Y. B., Fox P. T., & Gao J. H . (2005). Neural correlates of feigned memory impairment. Neuroimage, 28(2), 305-313.
41 Li, F., Zhu H.r, Gao, Q. Xur, G., Li, X. Hur, Z., & He S. (2015). Using functional near-infrared spectroscopy (fNIRS) to detect the prefrontal cortical responses to deception under different motivations. Biomedical Optics Express, 6(9),3503-3514.
pmid: 4574675 url:
42 Li F., Zhu H., Xu J., Gao Q., Guo H., Wu S., .. He S . (2018). Lie detection using fNIRS monitoring of inhibition-related brain regions discriminates infrequent but not frequent liars. Frontiers in Human Neuroscience, 12, 71.
43 Lin X., Sai L ., & Yuan, Z.
43 (in press). Detecting concealed information with fused electroencephalography and functional near-infrared spectroscopy. Neuroscience.
44 Lisofsky N., Kazzer P., Heekeren H. R., & Prehn K . (2014). Investigating socio-cognitive processes in deception: A quantitative meta-analysis of neuroimaging studies. Neuropsychologia, 61, 113-122.
pmid: 24929201 url:
45 Noguchi Y., & Oizumi R. (2018). Electric stimulation of the right temporo-parietal junction induces a task-specific effect in deceptive behaviors. Neuroscience Research, 128, 33-39.
pmid: 28728912 url:
46 Mameli F., Scarpazza C., Tomasini E., Ferrucci R., Ruggiero F., Sartori G., & Priori A . (2017). The guilty brain: The utility of neuroimaging and neurostimulation studies in forensic field. Reviews in the Neurosciences, 28(2), 161-172.
pmid: 28030362 url:
47 Maréchal M. A., Cohn A., Ugazio G., & Ruff C. C . (2017). Increasing honesty in humans with noninvasive brain stimulation. Proceedings of the National Academy of Sciences, 114(17), 4360-4364.
pmid: 28396395 url:
48 Masip J., Garrido E., & Herrero C . (2004). Defining deception. Anales de Psicología / Annals of Psychology, 20(1), 147-172.
49 Moriguchi Y., & Hiraki K. (2013). Prefrontal cortex and executive function in young children: A review of NIRS studies. Frontiers in Human Neuroscience, 7, 867.
pmid: 3865781 url:
50 Nghia H.L., Khoa, T. Q. D., Tan, T. X., Thien, D. D., Trinh, N. N.P. & VanToi , V. (2013). Investigating physiology of untruth in cerebral cortex by functional near-infrared spectroscopy (fNIRS). Paper presented at the meeting of 4th International Conference on Biomedical Engineering in Vietnam(pp. 1-3). Berlin, Heidelberg.
51 Niioka K., Uga M., Nagata T., Tokuda T., Dan I ., & Ochi, K.
51 (in press). Cerebral hemodynamic response during concealment of information about a mock crime: Application of a general linear model with an adaptive hemodynamic response function.Japanese Psychological Research.
52 Pornpattananangkul N., Zhen S., & Yu R . (2018). Common and distinct neural correlates of self-serving and prosocial dishonesty. Human Brain Mapping. 39(7), 3086-3103.
pmid: 29582512 url:
53 Sai L. ., Zhou, X., Ding, X. P., Fu G.r, & Sang B. (2014). Detecting concealed information using functional near- infrared spectroscopy. Brain Topography, 27(5),652-662.
pmid: 24514911 url:
54 Scholkmann F. ., Holper, L., Wolf, U., & Wolf M. (2013). A new methodical approach in neuroscience: Assessing inter-personal brain coupling using functional near- infrared imaging (fNIRI) hyperscanning. Frontiers in Human Neuroscience, 7, 813.
pmid: 3841755 url:
55 Scholkmann F. ., Kleiser, S., Metz, A. J., Zimmermann R.r, Pavia, J. M., Wolf, U., & Wolf, M . (2014). A review on continuous wave functional near-infrared spectroscopy and imaging instrumentation and methodology. Neuroimage, 85, 6-27.
pmid: 23684868 url:
56 Sip K. E., Lynge M., Wallentin M., McGregor W. B., Frith C. D., & Roepstorff A . (2010). The production and detection of deception in an interactive game. Neuropsychologia, 48(12), 3619-3626.
pmid: 20727906 url:
57 Sip K.E., Roepstorff A.r, McGregor, W., &Frith C.D, . (2008). Detecting deception: The scope and limits. Trends in Cognitive Sciences, 12(2) 48-53.
pmid: 18178516 url:
58 Spence S. A., Hunter M. D., Farrow T. F., Green R. D., Leung D. H., Hughes C. J., & Ganesan V . (2004). A cognitive neurobiological account of deception: Evidence from functional neuroimaging. Philosophical Transactions of the Royal Society B: Biological Sciences, 359(1451), 1755.
pmid: 15590616 url:
59 Tang H., Mai X., Wang S., Zhu C., Krueger F., & Liu C . (2015). Interpersonal brain synchronization in the right temporo-parietal junction during face-to-face economic exchange. Social Cognitive and Affective Neuroscience, 11(1), 23-32.
pmid: 26211014 url:
60 Tian F., Dobbs R., Carmen A. D., Kozel F. A., & Liu H . (2008,March). Can functional near-infrared spectroscopic (fNIRS) imaging detect deception?.. Paper presented at the meeting of Optical Society of America. St. Petersburg, Florida United, States.
61 Tian F., Sharma V., Kozel F. A., & Liu H . (2009). Functional near-infrared spectroscopy to investigate hemodynamic responses to deception in the prefrontal cortex. Brain Research, 1303, 120-130.
pmid: 19782657 url:
62 Trinh N. N. P., Khoa T. Q. D., & Van Toi V . (2013, May). Investigating the deceptive task in dorsolateral prefrontal cortex by functional near-infrared spectroscopy (fNIRS). Paper presented at the meeting of the 29th Southern Biomedical Engineering Conference (SBEC)(pp. 95-96) . Miami, FL, USA.
63 Vega R., Hernandez-Reynoso A. G., Linn E. K., Fuentes-Aguilar R. Q., Sanchez-Ante G., Santos-Garcia A., & Garcia-Gonzalez A . (2016). Hemodynamic pattern recognition during deception process using functional near-infrared spectroscopy. Journal of Medical and Biological Engineering, 36(1), 22-31.
pmid: 4791457 url:
64 Volz K. G., Vogeley K., Tittgemeyer M., von Cramon D. Y., & Sutter M . (2015). The neural basis of deception in strategic interactions. Frontiers in Behavioral Neuroscience, 9, 27.
pmid: 25729358 url:
65 Weisel O., & Shalvi S. (2015). The collaborative roots of corruption. Proceedings of the National Academy of Sciences, 112(34), 10651-10656.
pmid: 26261341 url:
66 Yin L., Reuter M., & Weber B . (2016). Let the man choose what to do: Neural correlates of spontaneous lying and truth-telling. Brain and Cognition, 102, 13-25.
pmid: 26685089 url:
67 Zhang J., Lin X., Fu G., Sai L., Chen H., Yang J., .. Yuan Z . (2016). Mapping the small-world properties of brain networks in deception with functional near-infrared spectroscopy. Scientific Reports, 6, 25297.
pmid: 4850450 url:
68 Zhang M., Liu T., Pelowski M., & Yu D . (2017). Gender difference in spontaneous deception: A hyperscanning study using functional near-infrared spectroscopy. Scientific Reports, 7(1), 7508.
pmid: 5548786 url:
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