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Volumn 19, Issue 7, 2014, Pages

Evaluation of various mental task combinations for near-infrared spectroscopy-based brain-computer interfaces

Author keywords

binary communication; brain computer interface; locked in syndrome.; mental task classification; near infrared spectroscopy

Indexed keywords

INTERFACES (COMPUTER); NEUROIMAGING;

EID: 84910020691     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.JBO.19.7.077005     Document Type: Article
Times cited : (79)

References (51)
  • 1
    • 0033897188 scopus 로고    scopus 로고
    • A practical EMG-based human-computer interface for users with motor disabilities
    • A. B. Barreto, S. D. Scargle, and M. Adjouadi, "A practical EMG-based human-computer interface for users with motor disabilities," J. Rehabil. Res. Dev. 37(1), 53-63 (2000).
    • (2000) J. Rehabil. Res. Dev. , vol.37 , Issue.1 , pp. 53-63
    • Barreto, A.B.1    Scargle, S.D.2    Adjouadi, M.3
  • 4
    • 84976686046 scopus 로고
    • The use of eye-movements in human-computer interaction techniques: What you look at is what you get
    • R. J. K. Jacob, "The use of eye-movements in human-computer interaction techniques: What you look at is what you get," ACM T. Inform. Syst. 9(2), 152-169 (1991).
    • (1991) ACM T. Inform. Syst. , vol.9 , Issue.2 , pp. 152-169
    • Jacob, R.J.K.1
  • 5
    • 46449134821 scopus 로고    scopus 로고
    • A sip-and-puff wireless remote control for the apple iPod
    • M. Jones et al., "A sip-and-puff wireless remote control for the Apple iPod," Assist. Technol. 20(2), 107-110 (2008). (Pubitemid 351930786)
    • (2008) Assistive Technology , vol.20 , Issue.2 , pp. 107-110
    • Jones, M.1    Grogg, K.2    Anschutz, J.3    Fierman, R.4
  • 6
    • 69449101233 scopus 로고    scopus 로고
    • Vision based interface system for hands free control of an intelligent wheelchair
    • Article No. 33
    • J. S. Ju, Y. Shin, and E. Y. Kim, "Vision based interface system for hands free control of an intelligent wheelchair," J. Neuroeng. Rehabil. 6, Article No. 33 (2009).
    • (2009) J. Neuroeng. Rehabil. , vol.6
    • Ju, J.S.1    Shin, Y.2    Kim, E.Y.3
  • 7
    • 67650599543 scopus 로고    scopus 로고
    • Using unconstrained tongue motion as an alternative control mechanism for wheeled mobility
    • X. L. Huo and M. Ghovanloo, "Using unconstrained tongue motion as an alternative control mechanism for wheeled mobility," IEEE Trans. Biomed. Eng. 56(6), 1719-1726 (2009).
    • (2009) Trans. Biomed. Eng. , vol.56 , Issue.6 , pp. 1719-1726
    • Huo, X.L.1    Ghovanloo, M.2
  • 9
    • 82255186762 scopus 로고    scopus 로고
    • Flexible, foldable, actively multiplexed, high-density electrode array for mapping brain activity in vivo
    • J. Viventi et al., "Flexible, foldable, actively multiplexed, high-density electrode array for mapping brain activity in vivo," Nat. Neurosci. 14, 1599-1605 (2011).
    • (2011) Nat. Neurosci. , vol.14 , pp. 1599-1605
    • Viventi, J.1
  • 10
    • 65649147195 scopus 로고    scopus 로고
    • Development and characterization of in vivo flexible electrodes compatible with large tissue displacements
    • B. A. Wester, R. H. Lee, and M. C. LaPlaca, "Development and characterization of in vivo flexible electrodes compatible with large tissue displacements," J. Neural Eng. 6(2), 024002 (2009).
    • (2009) J. Neural Eng. , vol.6 , Issue.2 , pp. 024002
    • Wester, B.A.1    Lee, R.H.2    Laplaca, M.C.3
  • 11
    • 82955172770 scopus 로고    scopus 로고
    • A micro-electrocorticography platform and deployment strategies for chronic BCI applications
    • S. Thongpang et al., "A micro-electrocorticography platform and deployment strategies for chronic BCI applications," Clin. EEG Neurosci. 42(4), 259-265 (2011).
    • (2011) Clin. EEG Neurosci. , vol.42 , Issue.4 , pp. 259-265
    • Thongpang, S.1
  • 12
    • 84890088018 scopus 로고    scopus 로고
    • EEG-based brain-computer interfaces (BCIs): A thorough literature survey
    • H.-J. Hwang et al., "EEG-based brain-computer interfaces (BCIs): A thorough literature survey," Int. J. Hum. Comput. Int. 29(12), 814-826 (2013).
    • (2013) Int. J. Hum. Comput. Int. , vol.29 , Issue.12 , pp. 814-826
    • Hwang, H.-J.1
  • 13
    • 84870002151 scopus 로고    scopus 로고
    • The changing face of p300 BCIs: A comparison of stimulus changes in a P300 BCI involving faces, emotion, and movement
    • J. Jin et al., "The changing face of p300 BCIs: A comparison of stimulus changes in a P300 BCI involving faces, emotion, and movement," Plos One 7(11), e49688 (2012).
    • (2012) Plos One , vol.7 , Issue.11
    • Jin, J.1
  • 14
    • 84861333266 scopus 로고    scopus 로고
    • Development of an SSVEP-based BCI spelling system adopting a QWERTY-style LED keyboard
    • H. J. Hwang et al., "Development of an SSVEP-based BCI spelling system adopting a QWERTY-style LED keyboard," J. Neurosci. Meth. 208 (1), 59-65 (2012).
    • (2012) J. Neurosci. Meth. , vol.208 , Issue.1 , pp. 59-65
    • Hwang, H.J.1
  • 15
    • 33750362074 scopus 로고    scopus 로고
    • ERD/ERS based brain computer interface (BCI): Effects of motor imagery on sensorimotor rhythms
    • C. Neuper and G. Pfurtscheller, "ERD/ERS based brain computer interface (BCI): Effects of motor imagery on sensorimotor rhythms," Int. J. Psychophysiol. 30(1-12), 53-54 (1998).
    • (1998) Int. J. Psychophysiol. , vol.30 , Issue.1-12 , pp. 53-54
    • Neuper, C.1    Pfurtscheller, G.2
  • 16
    • 81855169974 scopus 로고    scopus 로고
    • Towards a system-paced nearinfrared spectroscopy brain-computer interface: Differentiating prefrontal activity due to mental arithmetic and mental singing from the nocontrol state
    • S. D. Power, A. Kushki, and T. Chau, "Towards a system-paced nearinfrared spectroscopy brain-computer interface: Differentiating prefrontal activity due to mental arithmetic and mental singing from the nocontrol state," J. Neural Eng. 8(6), 066004 (2011).
    • (2011) J. Neural Eng. , vol.8 , Issue.6 , pp. 066004
    • Power, S.D.1    Kushki, A.2    Chau, T.3
  • 17
    • 80054820319 scopus 로고    scopus 로고
    • Single-trial classification of antagonistic oxyhemoglobin responses during mental arithmetic
    • G. Bauernfeind et al., "Single-trial classification of antagonistic oxyhemoglobin responses during mental arithmetic," Med. Biol. Eng. Comput. 49(9), 979-984 (2011).
    • (2011) Med. Biol. Eng. Comput. , vol.49 , Issue.9 , pp. 979-984
    • Bauernfeind, G.1
  • 18
    • 33846639587 scopus 로고    scopus 로고
    • Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface
    • DOI 10.1016/j.neuroimage.2006.11.005, PII S1053811906011165
    • R. Sitaram et al., "Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface," Neuroimage 34(4), 1416-1427 (2007). (Pubitemid 46187084)
    • (2007) NeuroImage , vol.34 , Issue.4 , pp. 1416-1427
    • Sitaram, R.1    Zhang, H.2    Guan, C.3    Thulasidas, M.4    Hoshi, Y.5    Ishikawa, A.6    Shimizu, K.7    Birbaumer, N.8
  • 19
    • 79955471561 scopus 로고    scopus 로고
    • Reorganization of functional and effective connectivity during real-time fMRI-BCI modulation of prosody processing
    • G. Rota et al., "Reorganization of functional and effective connectivity during real-time fMRI-BCI modulation of prosody processing," Brain Lang. 117(3), 123-132 (2011).
    • (2011) Brain Lang. , vol.117 , Issue.3 , pp. 123-132
    • Rota, G.1
  • 22
  • 23
    • 70349771057 scopus 로고    scopus 로고
    • The brain-computer interface cycle
    • M. van Gerven et al., "The brain-computer interface cycle," J. Neural Eng. 6(4), 041001 (2009).
    • (2009) J. Neural Eng. , vol.6 , Issue.4 , pp. 041001
    • Van Gerven, M.1
  • 24
    • 79958802226 scopus 로고    scopus 로고
    • Single-trial classification of motor imagery differing in task complexity: A functional near-infrared spectroscopy study
    • Article No. 34
    • L. Holper and M. Wolf, "Single-trial classification of motor imagery differing in task complexity: A functional near-infrared spectroscopy study," J. Neuroeng. Rehabil. 8, Article No. 34 (2011).
    • (2011) J. Neuroeng. Rehabil. , vol.8
    • Holper, L.1    Wolf, M.2
  • 25
    • 84869502428 scopus 로고    scopus 로고
    • Classification of frontal cortex haemodynamic responses during cognitive tasks using wavelet transforms and machine learning algorithms
    • B. Abibullaev and J. An, "Classification of frontal cortex haemodynamic responses during cognitive tasks using wavelet transforms and machine learning algorithms," Med. Eng. Phys. 34(10), 139-1410 (2012).
    • (2012) Med. Eng. Phys. , vol.34 , Issue.10 , pp. 139-1410
    • Abibullaev, B.1    An, J.2
  • 26
    • 77949975733 scopus 로고    scopus 로고
    • Classification of prefrontal activity due to mental arithmetic and music imagery using hidden Markov models and frequency domain near-infrared spectroscopy
    • S. D. Power, T. H. Falk, and T. Chau, "Classification of prefrontal activity due to mental arithmetic and music imagery using hidden Markov models and frequency domain near-infrared spectroscopy," J. Neural Eng. 7(2), 26002 (2010).
    • (2010) J. Neural Eng. , vol.7 , Issue.2 , pp. 26002
    • Power, S.D.1    Falk, T.H.2    Chau, T.3
  • 27
    • 84859141900 scopus 로고    scopus 로고
    • Automatic detection of a prefrontal cortical response to emotionally rated music using multi-channel near-infrared spectroscopy
    • M. Saba et al., "Automatic detection of a prefrontal cortical response to emotionally rated music using multi-channel near-infrared spectroscopy," J. Neural Eng. 9(2), 026022 (2012).
    • (2012) J. Neural Eng. , vol.9 , Issue.2 , pp. 026022
    • Saba, M.1
  • 28
    • 77954534870 scopus 로고    scopus 로고
    • Towards a cure for BCI illiteracy
    • C. Vidaurre and B. Blankertz, "Towards a cure for BCI illiteracy," Brain Topogr. 23(2), 194-198 (2010).
    • (2010) Brain Topogr. , vol.23 , Issue.2 , pp. 194-198
    • Vidaurre, C.1    Blankertz, B.2
  • 29
    • 77952745509 scopus 로고    scopus 로고
    • Predicting BCI performance to study BCI illiteracy
    • T. Dickhaus et al., "Predicting BCI performance to study BCI illiteracy," BMC Neurosci. 10(Suppl. 1), 1-2 (2009).
    • (2009) BMC Neurosci. , vol.10 , Issue.SUPPL. 1 , pp. 1-2
    • Dickhaus, T.1
  • 30
    • 77954572685 scopus 로고    scopus 로고
    • Machine-learning based co-adaptive calibration: A perspective to fight BCI illiteracy
    • C. Vidaurre et al., "Machine-learning based co-adaptive calibration: A perspective to fight BCI illiteracy," Lect. Notes Comput. Sci. 6076, 413-420 (2010).
    • (2010) Lect. Notes Comput. Sci. , vol.6076 , pp. 413-420
    • Vidaurre, C.1
  • 31
    • 77949881966 scopus 로고    scopus 로고
    • Estimating noise and dimensionality in BCI data sets: Towards BCI illiteracy comprehension
    • Graz University of Technology, Graz, Austria
    • C. Sannelli et al., "Estimating noise and dimensionality in BCI data sets: Towards BCI illiteracy comprehension," in Proc. 4th Int. Brain-Computer Interface Workshop and Training Course, Graz University of Technology, Graz, Austria, pp. 26-31 (2008).
    • (2008) Proc. 4th Int. Brain-Computer Interface Workshop and Training Course , pp. 26-31
    • Sannelli, C.1
  • 32
    • 77649238156 scopus 로고    scopus 로고
    • Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG
    • G. R. Muller-Putz et al., "Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG," Med. Biol. Eng. Comput. 48(3), 229-233 (2010).
    • (2010) Med. Biol. Eng. Comput. , vol.48 , Issue.3 , pp. 229-233
    • Muller-Putz, G.R.1
  • 34
    • 48849094049 scopus 로고    scopus 로고
    • Fast (100-175 ms) components elicited bilaterally by language production as measured by three-wavelength optical imaging
    • M. Kubota et al., "Fast (100-175 ms) components elicited bilaterally by language production as measured by three-wavelength optical imaging," Brain Res. 1226, 124-133 (2008).
    • (2008) Brain Res. , vol.1226 , pp. 124-133
    • Kubota, M.1
  • 35
    • 84870853658 scopus 로고    scopus 로고
    • Living brain optical imaging: Technology, methods and applications
    • V. Tsytsarev, C. Bernardelli, and K. I. Maslov, "Living brain optical imaging: Technology, methods and applications," J. Neurosci. Neuroeng. 1(2), 180-192 (2012).
    • (2012) J. Neurosci. Neuroeng. , vol.1 , Issue.2 , pp. 180-192
    • Tsytsarev, V.1    Bernardelli, C.2    Maslov, K.I.3
  • 36
    • 84889663322 scopus 로고    scopus 로고
    • Neurovascular coupling in normal aging: A combined optical, ERP and fMRI study
    • M. Fabiani et al., "Neurovascular coupling in normal aging: A combined optical, ERP and fMRI study," NeuroImage 85, 592-607 (2014).
    • (2014) NeuroImage , vol.85 , pp. 592-607
    • Fabiani, M.1
  • 38
    • 16244385245 scopus 로고    scopus 로고
    • Spectral analysis of event-related hemodynamic responses in functional near infrared spectroscopy
    • C. B. Akgul, B. Sankur, and A. Akin, "Spectral analysis of event-related hemodynamic responses in functional near infrared spectroscopy," J. Comput. Neurosci. 18(1), 67-83 (2005).
    • (2005) J. Comput. Neurosci. , vol.18 , Issue.1 , pp. 67-83
    • Akgul, C.B.1    Sankur, B.2    Akin, A.3
  • 39
    • 38949217777 scopus 로고    scopus 로고
    • Development, set-up and first results for a one-channel near-infrared spectroscopy system
    • DOI 10.1515/BMT.2008.005
    • G. Bauernfeind et al., "Development, set-up and first results for a one-channel near-infrared spectroscopy system," Biomed. Tech. 53 (1), 36-43 (2008). (Pubitemid 351220661)
    • (2008) Biomedizinische Technik , vol.53 , Issue.1 , pp. 36-43
    • Bauernfeind, G.1    Leeb, R.2    Wriessnegger, S.C.3    Pfurtscheller, G.4
  • 40
    • 84889658790 scopus 로고    scopus 로고
    • Functional connectivity of the cortex of term and preterm infants and infants with Down's syndrome
    • M. Imai et al., "Functional connectivity of the cortex of term and preterm infants and infants with Down's syndrome," NeuroImage 85, 272-278 (2014).
    • (2014) NeuroImage , vol.85 , pp. 272-278
    • Imai, M.1
  • 41
    • 84889635226 scopus 로고    scopus 로고
    • Does the resting state connectivity have hemispheric asymmetry? A near-infrared spectroscopy study
    • A. V. Medvedev, "Does the resting state connectivity have hemispheric asymmetry? A near-infrared spectroscopy study," NeuroImage 85, 400-407 (2014).
    • (2014) NeuroImage , vol.85 , pp. 400-407
    • Medvedev, A.V.1
  • 42
    • 84871416350 scopus 로고    scopus 로고
    • Automatic single-trial classification of prefrontal hemodynamic activity in an individual with Duchenne muscular dystrophy
    • S. D. Power and T. Chau, "Automatic single-trial classification of prefrontal hemodynamic activity in an individual with Duchenne muscular dystrophy," Dev. Neurorrehabili. 16(1), 67-72 (2013).
    • (2013) Dev. Neurorrehabili. , vol.16 , Issue.1 , pp. 67-72
    • Power, S.D.1    Chau, T.2
  • 43
    • 72849142724 scopus 로고    scopus 로고
    • Single-trial classification of NIRS signals during emotional induction tasks: Towards a corporeal machine interface
    • K. Tai and T. Chau, "Single-trial classification of NIRS signals during emotional induction tasks: Towards a corporeal machine interface," J. Neuroeng. Rehabil. 6(1), 1-14 (2009).
    • (2009) J. Neuroeng. Rehabil. , vol.6 , Issue.1 , pp. 1-14
    • Tai, K.1    Chau, T.2
  • 44
    • 78149490855 scopus 로고    scopus 로고
    • A brain-computer interface for mental arithmetic task from single-trial near-infrared spectroscopy brain signals
    • IEEE
    • A. K. Keng et al., "A brain-computer interface for mental arithmetic task from single-trial near-infrared spectroscopy brain signals," in Proc. 20th Int. Conf. on Pattern Recognition, Istanbul, Turkey, pp. 3764-3767, IEEE (2010).
    • (2010) Proc. 20th Int. Conf. on Pattern Recognition, Istanbul, Turkey , pp. 3764-3767
    • Keng, A.K.1
  • 45
    • 62449226855 scopus 로고    scopus 로고
    • Decoding subjective preference from single-trial near-infrared spectroscopy signals
    • S. Luu and T. Chau, "Decoding subjective preference from single-trial near-infrared spectroscopy signals," J. Neural Eng. 6(1), 016003 (2009).
    • (2009) J. Neural Eng. , vol.6 , Issue.1 , pp. 016003
    • Luu, S.1    Chau, T.2
  • 48
    • 77952674431 scopus 로고    scopus 로고
    • Focal frontal (de)oxyhemoglobin responses during simple arithmetic
    • G. Pfurtscheller et al., "Focal frontal (de)oxyhemoglobin responses during simple arithmetic," Int. J. Psychol. 76(3), 186-192 (2010).
    • (2010) Int. J. Psychol. , vol.76 , Issue.3 , pp. 186-192
    • Pfurtscheller, G.1
  • 49
    • 84863245736 scopus 로고    scopus 로고
    • FNIRS-based online deception decoding
    • X. S. Hu, K. S. Hong, and S. S. Ge, "fNIRS-based online deception decoding," J. Neural Eng. 9(2), 026012 (2012).
    • (2012) J. Neural Eng. , vol.9 , Issue.2 , pp. 026012
    • Hu, X.S.1    Hong, K.S.2    Ge, S.S.3
  • 50
    • 0035484283 scopus 로고    scopus 로고
    • Near-infrared spectroscopy studies on cerebral blood oxygenation changes during brain activation: Possible limitations of blood oxygenation level dependent functional magnetic resonance imaging
    • DOI 10.1117/1.1403007
    • Y. Xie et al., "Near-infrared spectroscopy studies on cerebral blood oxygenation changes during brain activation: Possible limitations of blood oxygenation level dependent functional magnetic resonance imaging," Opt. Eng. 40(10), 2302-2307 (2001). (Pubitemid 33122808)
    • (2001) Optical Engineering , vol.40 , Issue.10 , pp. 2302-2307
    • Xie, Y.1    Sakatani, K.2    Lichty, W.3    Zuo, H.4    Xie, Z.5    Bai, J.6
  • 51
    • 18144403828 scopus 로고    scopus 로고
    • Bilateral prefrontal cortex oxygenation responses to a verbal fluency task: A multichannel time-resolved near-infrared topography study
    • V. Quaresima et al., "Bilateral prefrontal cortex oxygenation responses to a verbal fluency task: A multichannel time-resolved near-infrared topography study," J. Biomed. Opt. 10(1), 011012 (2005).
    • (2005) J. Biomed. Opt. , vol.10 , Issue.1 , pp. 011012
    • Quaresima, V.1


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