Gripping-force identification using EEG and phase-demodulation approach

Neuroscience Research

Volumn 60, Issue 4, 2008, Pages 389-396

  Logar, Vito ^a   Škrjanc, Igor ^a   Belič, Aleš ^a   Karba, Rihard ^a   Brežan, Simon ^b   Koritnik, Blaž ^b   Zidar, Janez ^b  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

^b UNIVERSITY MEDICAL CENTRE LJUBLJANA   (Slovenia)

Author keywords

EEG; Force estimation; Fuzzy logic; Informational integration; Phase demodulation

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FEMALE; FUZZY LOGIC; GRIP STRENGTH; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SENSORIMOTOR INTEGRATION; VISUOMOTOR COORDINATION;

ADULT; BRAIN; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; FEMALE; FUZZY LOGIC; HAND STRENGTH; HUMANS; MALE; MODELS, NEUROLOGICAL; SIGNAL PROCESSING, COMPUTER-ASSISTED; TASK PERFORMANCE AND ANALYSIS;

EID: 40649092525     PISSN: 01680102     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neures.2007.12.009     Document Type: Article

References (26)

1. Andrew C., and Pfurtscheller G. Lack of bilateral coherence of post-movement central beta oscillations in the human electroencephalogram. Neurosci. Lett. 273 2 (1999) 89-92
2. Buzsáki G., and Draguhn A. Neuronal oscillations in cortical networks. Science 304 5679 (2004) 1926-1929
3. Classen J., Gerloff C., Honda M., and Hallet M. Integrative visuomotor behaviour is associated with interregionally coherent oscilations in the human brain. J. Neurophysiol. 79 (1998) 1567-1573
4. Engel A.K., Fries P., and Singer W. Dynamic predictions: oscillations and synchrony in top-down processing. Nat. Rev. Neurosci. 2 10 (2001) 704-716
5. Fingelkurts A.A., Fingelkurts A.A., and Kähkönen S. Functional connectivity in the brain-is it an elusive concept?. Neurosci. Biobehav. Rev. 28 (2005) 827-836
6. Goldberg R.R. Methods of Real Analysis (1976), John Wiley and Sons
7. Hopfield J.J. Pattern recognition computation using action potential timing for stimulus representation. Nature 376 6535 (1995) 33-36
8. Ito M. Neural systems controlling movement. Trends Neurosci. 9 (1986) 515-518
9. Ivanitsky A.M., Nikolaev A.R., and Ivanitsky G.A. Cortical connectivity during word association search. Int. J. Psychophysiol. 42 (2001) 35-53
10. Jackson J.E. A User Guide to Principal Components (1991), John Wiley & Sons, Inc., New York
11. Jensen O. Maintenance of multiple working memory items by temporal segmentation. Neuroscience 139 1 (2006) 237-249
12. Kosko B. Fuzzy systems as universal approximators. IEEE Trans. Comput. 43 11 (1994) 1329-1333
13. Kristeva-Feige R., Fritsch C., Timmer J., and Lücking C.H. Effects of attention and precision of exerted force on beta range EEG-EMG synchronization during a maintained motor contraction task. Clin. Neurophysiol. 113 1 (2002) 124-131
14. Lin C.H. Siso nonlinear system identification using a fuzzy-neural hybrid system. Int. J. Neural Syst. 8 3 (1997)
15. Lisman J. The theta/gamma discrete phase code occuring during the hippocampal phase precession may be a more general brain coding scheme. Hippocampus 15 7 (2005) 913-922
16. Logar V., Škrjanc I., Belič A., Karba R., Koritnik B., Brežan S., Rutar V., and Zidar J. Gripping force prediction using fuzzy model and EEG signals. Proceedings of the 13th East West Fuzzy Colloquium. Zittau, Germany (2006) 61-67
17. Manganotti P., Gerloff C., Toro C., Katsuta H., Sadato N., Zhuang P., Leocani L., and Hallett M. Task-related coherence and task-related spectral power changes during sequential finger movements. Electroencephalogr. Clin. Neurophysiol. 109 (1998) 50-62
18. Mathworks. Using Matlab version 5 (1998), The Mathworks Inc., Natick
19. Murthy V.N., and Fetz E.E. Oscillatory activity in sensorimotor cortex of awake monkeys: synchronization of local field potentials and relation to behavior. J. Neurophysiol. 76 6 (1996) 3949-3967
20. Pfurtscheller G., and Andrew C. Event-related changes of band power and coherence: methodology and interpretation. J. Clin. Neurophysiol. 16 (1999) 512-519
21. Pfurtscheller G., Woertz M., Supp G., and Lopes da Silva F. Early onset of post-movement beta electroencephalogram synchronization in the supplementary motor area during self-paced finger movement in man. Neurosci. Lett. 339 2 (2003) 111-114
22. Schnitzler A., and Gross J. Normal and pathological oscillatory communication in the brain. Nat. Rev./Neurosci. 6 (2005) 285-296
23. Singer W., and Gray C.M. Visual feature integration and the temporal correlation hypothesis. Annu. Rev. Neurosci. 18 (1995) 555-586
24. Takagi T., and Sugeno M. Fuzzy identification of systems and its applications to modelling and control. IEEE Trans. Syst. Man Cybern. 15 (1985) 116-132
25. Wang L.X., and Mendel J.M. Fuzzy basis functions, universal approximation, and orthogonal least-squares learning. IEEE Trans. Neural Networks 3 5 (1992) 807-814
26. Ying G.H. Necessary conditions for some typical fuzzy systems as universal approximators. Automatica 33 (1997) 1333-1338