Functional connectivity analysis of motor imagery EEG signal for brain-computer interfacing application

International IEEE/EMBS Conference on Neural Engineering, NER

Volumn 2015-July, Issue , 2015, Pages 210-213

  Ghosh, Poulami ^a   Mazumder, Ankita ^a   Bhattacharyya, Saugat ^a,b   Tibarewala, D N ^a   Hayashibe, Mitsuhiro ^b  

^a JADAVPUR UNIVERSITY   (India)

^b UNIV MONTPELLIER   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL ACTIVATION;

BRAIN-COMPUTER INTERFACING; COGNITIVE TASK; FUNCTIONAL CONNECTIVITY; FUNCTIONAL LINKS; GRAPHICAL NETWORKS; MOTOR IMAGERY EEG SIGNALS; MOTOR IMAGERY TASKS; NETWORK DENSITY;

GRAPH THEORY;

EID: 84940366627     PISSN: 19483546     EISSN: 19483554     Source Type: Conference Proceeding    
DOI: 10.1109/NER.2015.7146597     Document Type: Conference Paper

References (9)

1. J. Daly, and J. R. Wolpaw, "Brain-computer interfaces in neurological rehabilitation, " Lancet Neurol., vol. 7, no. 11, pp. 10321043, 2008.
2. F. Babiloni, F. Cincotti, C. Babiloni, F. Carducci, D. Mattia, L. Astolfi, "Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function, " Neuroimage, vol. 24, no. 1, pp. 118-131, 2005.
3. M. Kamiski, M. Ding, W. A. Truccolo, S. L. Bressler, "Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance, " Biological cybernetics, vol. 85, no. 2, pp. 145-157, 2001.
4. M. J. Kaminski, K. J. Blinowska, "A new method of the description of the information flow in the brain structures, " Biological cybernetics, vol. 65, no. 3, pp. 203-210, 1991.
5. J. R. del Milln, "On the need for on-line learning in brain-computer interfaces, " In: Proc. Neural Networks, IEEE International Joint Conference, Vol. 4, pp. 2877-2882, July 2004.
6. G. Pfurtscheller, C. Neuper, "Motor imagery and direct brain-computer communication, " In: Proc. of the IEEE, vol. 89, no. 7, pp. 1123-1134, 2001.
7. F. De Vico Fallani, L. Astolfi, F. Cincotti, D. Mattia, A. Tocci, S. Salinari, F. Babiloni, "Brain network analysis from high-resolution EEG recordings by the application of theoretical graph indexes, " Neural Systems and Rehabilitation Engineering, IEEE Transactions, vol. 16, no. 5, pp. 442-452, 2008.
8. F. D. Fallani, L. F. Costa, F. A. Rodriguez, L. Astolfi, G. Vecchiato, J. Toppi, F. Babiloni, "A graph-theoretical approach in brain functional networks. Possible implications in EEG studies, " Nonlinear biomedical physics, vol. 4, Suppl. 1, S8, 2010.
9. A. R. Luft, G. V. Smith, L. Forrester, J. Whitall, R. F. Macko, T. K. Hauser, D. F Hanley, "Comparing brain activation associated with isolated upper and lower limb movement across corresponding joints. " Human brain mapping, vol. 17 no. 2, pp. 131-140, 2002.