fNIRS-based online deception decoding

Journal of Neural Engineering

Volumn 9, Issue 2, 2012, Pages

  Hu, Xiao Su ^a   Hong, Keum Shik ^a   Ge, Shuzhi Sam ^a,b  

^a Pusan National University   (South Korea)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN IMAGING TECHNIQUES; BRAIN MECHANISMS; CLASSIFICATION ACCURACY; CONTROL EXPERIMENTS; DECEPTION DETECTION; DUAL-WAVELENGTH; FUNCTIONAL-NEAR INFRARED; HEMODYNAMIC RESPONSE; NEURAL PROCESS; OXY-HEMOGLOBIN; SUBJECT-SPECIFIC; TRUTH-TELLING;

DECODING; HEMOGLOBIN; IMAGING TECHNIQUES;

FUNCTIONAL NEUROIMAGING;

HEMOGLOBIN; DEOXYHEMOGLOBIN; OXYHEMOGLOBIN;

ACCURACY; ADULT; ARTICLE; CLINICAL ARTICLE; CONTROLLED STUDY; DECEPTION; HEMODYNAMICS; HEMOGLOBIN DETERMINATION; HUMAN; KERNEL METHOD; MALE; NEAR INFRARED SPECTROSCOPY; NERVOUS SYSTEM PARAMETERS; NEUROIMAGING; OPTICAL DENSITY; PRIORITY JOURNAL; SPECTRAL SENSITIVITY; SUPPORT VECTOR MACHINE; TASK PERFORMANCE; ALGORITHM; BRAIN CIRCULATION; FOREHEAD; FORENSIC MEDICINE; HEMISPHERIC DOMINANCE; METHODOLOGY; ONLINE SYSTEM; PHYSIOLOGY; PREFRONTAL CORTEX; PSYCHOLOGICAL ASPECT; SIGNAL PROCESSING; STATISTICAL MODEL;

ADULT; ALGORITHMS; CEREBROVASCULAR CIRCULATION; DECEPTION; FOREHEAD; FUNCTIONAL LATERALITY; HEMODYNAMICS; HEMOGLOBINS; HUMANS; LIE DETECTION; MALE; MODELS, STATISTICAL; ONLINE SYSTEMS; OXYHEMOGLOBINS; PREFRONTAL CORTEX; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPECTROSCOPY, NEAR-INFRARED; SUPPORT VECTOR MACHINES; YOUNG ADULT;

EID: 84863245736     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/9/2/026012     Document Type: Article

References (42)

1. Abdelnour A F and Huppert T 2009 Real-time imaging of human brain function by near-infrared spectroscopy using an adaptive general linear model Neuroimage 46 133-43
2. Barbour R L, Graber H L, Pei Y L, Zhong S and Schmitz C H 2001 Optical tomographic imaging of dynamic features of dense-scattering media J. Opt. Soc. Am. A 18 3018-36
3. Boas D A, Dale A M and Franceschini M A 2004 Diffuse optical imaging of brain activation: approaches to optimizing image sensitivity, resolution, and accuracy Neuroimage 23 S275-88 (Pubitemid 39421725)
4. Brett A S, Phillips M and Beary J F 1986 Predictive power of the polygraph-can the lie-detector really detect liars Lancet 1 544-7 (Pubitemid 16138436)
5. Chang C C and Lin C J 2011 LIBSVM: a library for support vector machines ACM Trans. Intell. Syst. Technol. 2 1-27
6. Coyle S M, Ward T E and Markham C M 2007 Brain-computer interface using a simplified functional near-infrared spectroscopy system J. Neural Eng. 4 219-26
7. Cui X, Bray S and Reiss A L 2010 Speeded near infrared spectroscopy (NIRS) response detection PLoS One 5 1-7
8. Elaad E 1997 Polygraph examiner awareness of crime-relevant information and the guilty knowledge test Law Hum. Behav. 21 107-20 (Pubitemid 27084162)
9. Elaad E and Benshakhar G 1991 Effects of mental countermeasures on psychophysiological detection in the guilty knowledge test Int. J. Psychophysiol. 11 99-108
10. Elaad E and Benshakhar G 1997 Effects of item repetitions and variations on the efficiency of the guilty knowledge test Psychophysiology 34 587-96 (Pubitemid 27427644)
11. Farwell L A and Donchin E 1991 The truth will out-interrogative polygraphy (lie detection) with event-related brain potentials Psychophysiology 28 531-47
12. Furedy J J and Benshakhar G 1991 The roles of deception, intention to deceive, and motivation to avoid detection in the psychophysiological detection of guilty knowledge Psychophysiology 28 163-71
13. Ganis G, Kosslyn S M, Stose S, Thompson W L and Yurgelun-Todd D A 2003 Neural correlates of different types of deception: an fMRI investigation Cerebral Cortex 13 830-6 (Pubitemid 36917962)
14. Gratton G and Fabiani M 2001a The event-related optical signal: a new tool for studying brain function Int. J. Psychophysiol. 42 109-21 (Pubitemid 32928379)
15. Gratton G and Fabiani M 2001b Shedding light on brain function: the event-related optical signal Trends Cogn. Sci. 5 357-63 (Pubitemid 32703805)
16. Honts C R, Raskin D C and Kircher J C 1994 Mental and physical countermeasures reduce the accuracy of polygraph tests J. Appl. Psychol. 79 252-9
17. Hu X S, Hong K S and Ge S S 2011 Recognition of stimulus-evoked neuronal optical response by identifying chaos levels of near-infrared spectroscopy time series Neurosci. Lett. 504 115-20
18. Hu X S, Hong K S, Ge S S and Jeong M Y 2010 Kalman estimatorand general linear model-based on-line brain activation mapping by near-infrared spectroscopy Biomed. Eng. Online 9 82
19. Huettel S A, Song A W and Mccarthy G 2008 Functional Magnetic Resonance Imaging (Sunderland, MA: Sinauer Associates)
20. Irani F, Platek S M, Bunce S, Ruocco A C and Chute D 2007 Functional near infrared spectroscopy (fNIRS): an emerging neuroimaging technology with important applications for the study of brain disorders Clin. Neuropsychol. 21 9-37 (Pubitemid 46277810)
21. Koizumi H, Yamamoto T, Maki A, Yamashita Y, Sato H, Kawaguchi H and Ichikawa N 2003 Optical topography: practical problems and new applications Appl. Opt. 42 3054-62
22. Kozel F A, Johnson K A, Grenesko E L, Laken S J, Kose S, Lu X H, Pollina D, Ryan A and George M S 2009a Functional MRI detection of deception after committing a mock sabotage crime J. Forensic Sci. 54 220-31
23. Kozel F A, Johnson K A, Laken S J, Grenesko E L, Smith J A, Walker J and George M S 2009b Can simultaneously acquired electrodermal activity improve accuracy of fMRI detection of deception Soc. Neurosci. 4 510-7
24. Kozel F A, Johnson K A, Mu Q W, Grenesko E L, Laken S J and George M S 2004a Developing functional MRI detection of deception Neuropsychopharmacology 29 S84-5
25. Kozel F A, Johnson K A, Mu Q W, Grenesko E L, Laken S J and George M S 2005 Detecting deception using functional magnetic resonance imaging Biol. Psychiatry 58 605-13 (Pubitemid 41565575)
26. Kozel F A, Padgett T M and George M S 2004b A replication study of the neural correlates of deception Behav. Neurosci. 118 852-6 (Pubitemid 38970506)
27. Langleben D D, Loughead J W, Bilker W B, Ruparel K, Childress A R, Busch S I and Gur R C 2005 Telling truth from lie in individual subjects with fast event-related fMRI Hum. Brain Mapp. 26 262-72 (Pubitemid 41759883)
28. Langleben D D, Schroeder L, Maldjian J A, Gur R C, Mcdonald S, Ragland J D, O'brien C P and Childress A R 2002 Brain activity during simulated deception: an event-related functional magnetic resonance study Neuroimage 15 727-32
29. Lee T M C, Liu H L, Tan L H, Chan C C H, Mahankali S, Feng C M, Hou J W, Fox P T and Gao J H 2002 Lie detection by functional magnetic resonance imaging Hum. Brain Mapp. 15 157-64 (Pubitemid 34194647)
30. Mohamed F B, Faro S H, Gordon N J, Platek S M, Ahmad H and Williams J M 2006 Brain mapping of deception and truth telling about an ecologically valid situation: functional MR imaging and polygraph investigation-initial experience Radiology 238 679-88 (Pubitemid 43134381)
31. Nunez J M, Casey B J, Egner T, Hare T and Hirsch J 2005 Intentional false responding shares neural substrates with response conflict and cognitive control Neuroimage 25 267-77 (Pubitemid 40289154)
32. Obrig H and Villringer A 2003 Beyond the visible-imaging the human brain with light J. Cereb. Blood Flow Metab. 23 1-18 (Pubitemid 36015089)
33. Perrey S 2008 Non-invasive NIR spectroscopy of human brain function during exercise Methods 45 289-99
34. Phan K L, Magalhaes A, Ziemlewicz T J, Fitzgerald D A, Green C and Smith W 2005 Neural correlates of telling lies: a functional magnetic resonance imaging study at 4 tesla Acad. Radiol. 12 164-72 (Pubitemid 40269216)
35. Sitaram R, Caria A and Birbaumer N 2009 Hemodynamic brain-computer interfaces for communication and rehabilitation Neural Netw. 22 1320-8
36. Sitaram R, Zhang H H, Guan C T, Thulasidas M, Hoshi Y, Ishikawa A, Shimizu K and Birbaumer N 2007 Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface Neuroimage 34 1416-27 (Pubitemid 46187084)
37. Spence S A, Farrow T F D, Herford A E, Wilkinson I D, Zheng Y and Woodruff P W R 2001 Behavioural and functional anatomical correlates of deception in humans Neuroreport 12 2849-53 (Pubitemid 32881994)
38. Spence S A, Hunter M D, Farrow T F D, Green R D, Leung D H, Hughes C J and Ganesan V 2004 A cognitive neurobiological account of deception: evidence from functional neuroimaging Phil. Trans. R. Soc. Lond. B 359 1755-62 (Pubitemid 39606383)
39. Tian F H, Sharma V, Kozel F A and Liu H L 2009 Functional near-infrared spectroscopy to investigate hemodynamic responses to deception in the prefrontal cortex Brain Res. 1303 120-30
40. Toronov V Y, Zhang X and Webb A G 2007 A spatial and temporal comparison of hemodynamic signals measured using optical and functional magnetic resonance imaging during activation in the human primary visual cortex Neuroimage 34 1136-48 (Pubitemid 46394458)
41. Turnip A, Hong K S and Jeong M Y 2011 Real-time feature extraction of P300 component using adaptive nonlinear principal component analysis Biomed. Eng. Online 10 83
42. Wolf M, Ferrari M and Quaresima V 2007 Progress of near-infrared spectroscopy and topography for brain and muscle clinical applications J. Biomed. Opt. 12 062104