Extraction of cognitive activity related waveforms from functional near infrared signals

European Signal Processing Conference

Volumn , Issue , 2006, Pages

  Akgül, Ceyhun Burak ^a   Sankur, Bülent ^a   Akin, Ata ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE ACTIVITIES; EXPERIMENTAL PROTOCOLS; EXTRACTION METHOD; FUNCTIONAL NEAR INFRARED SPECTROSCOPY; FUNCTIONAL-NEAR INFRARED; HEMODYNAMIC RESPONSE; PARAMETER VARIABILITY; STATISTICAL SIGNAL PROCESSING; VISUAL STIMULUS; WAVE FORMS;

NEAR INFRARED SPECTROSCOPY; SIGNAL PROCESSING;

INDEPENDENT COMPONENT ANALYSIS;

EID: 84862613535     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. K.J. Friston, P. Jezzard, R. Turner, "The Analysis of Functional MRI Time-Series", Human Brain Mapping, vol. 1, pp. 153-171, 1995.
2. P. Ciuciu, J-B. Poline, G. Marrelec, J. Idier, C. Pallier, H. Benali, "Unsupervised Robust Non-Parametric Estimation of the Hemodynamic Response Function for any fMRI Experiment", IEEE Trans. On Med. Imag., vol. 22, pp. 1235-1251, 2003.
3. J.R. Duann, T.P. Jung, W.J. Kuo, T.C. Yeh, S. Makeig, J.C. Hsieh, T.J. Sejnowski, "Single-trial variability in eventrelated bold signals", NeuroImage, vol. 15, pp. 823-835, 2002.
4. G. Strangman, D. Boas, J. Sutton, "Non-invasive Neuroimaging using Near-Infrared Light", Soc. of Biological Psychiatry, vol. 17, pp. 679-693, 2002.
5. G. Strangman, J.P. Culver, J.H. Thompson, D.A. Boas, "A Quantitative Comparison of Simultaneous BOLD fMRI and NIRS Recordings during Functional Brain Activation" NeuroImage, vol. 17, pp. 719-731, 2002.
6. A. Hyvärinen, J. Karhunen, E. Oja, Independent Component Analysis, John Wiley & Sons, 2001.
7. R.O. Duda, P. E. Hart, D. G. Stork, Pattern Classification, John Wiley & Sons, 2001.
8. F. Ferraty, P. Vieu, "Curves Discrimination: a Nonparametric Functional Approach", Computational Statistics and Data Analysis, vol. 44, pp. 161-173, 2003.
9. M. Unser, A. Aldroubi, M. Eden, "B-Spline Signal Processing: Part II-Efficient Design and Applications", IEEE Trans. on Signal Processing, vol. 41, pp. 834-848, 1993.