Identification of human gripping-force control from electro- encephalographic signals by artificial neural networks

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 16, Issue , 2005, Pages 231-236

  Belič, Aleš ^a   Koritnik, Blaž ^b   Logar, Vito ^a   Brežan, Simon ^b   Rutar, Veronika ^b   Kurillo, Gregorij ^a   Karba, Rihard ^a   Zidar, Janez ^b  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

^b UNIVERSITY MEDICAL CENTRE LJUBLJANA   (Slovenia)

Author keywords

Force control; Human brain; Modelling; Neural activity; Neural networks; Signal processing

Indexed keywords

BRAIN; DECISION THEORY; ELECTROENCEPHALOGRAPHY; FORCE CONTROL; MODELS; NEURONS; PHASE MODULATION; SIGNAL PROCESSING;

DEMODULATED SIGNALS; ELECTROENCEPHALOGRAPHIC SIGNALS; HUMAN BRAIN; INFORMATION TRANSFERS; NEURAL ACTIVITY; PHASE MODULATED SIGNALS; SIGNAL TRANSMISSION; SPECIFIC FREQUENCIES;

NEURAL NETWORKS;

EID: 79960722073     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20050703-6-cz-1902.02153     Document Type: Conference Paper

References (10)

1. Brežan, S., V. Rutar, V. Logar, B. Koritnik, G. Kurillo, A. Belič, T. Bajd and J. Zidar (2003). Electroencephalographic coherence. In: The proceedings of Information society IS'03, Cognitive science, Mind-body studies, 6th international multi-conference (I. Kononenko and I Jerman, Eds.). Vol. C. Institute Jozef Stefan. Ljubljana. p. 187.
2. Classen, J., C. Gerloff, M. Honda and M. Hallet (1998). Integrative visuomotor behaviour is associated with interregionally coherent oscilations in the human brain. Journal of Neurophysiology 79, 1567-1573.
3. da Silva, F Lopes (1999). Eeg analysis: Theory and practice. Electroencephalography: Basic Principles, Clinical Applications and Related Fields pp. 1125-1159.
4. Demuth, Howard and Mark Beale (1998). Neural Network Toolbox User's Guide Version 3. The Mathworks Inc.. Natick, MA, USA.
5. Jensen, O. (2001). Information transfer between rythmically coupled networks: reading the hippocampal phase code. Neural computation 13, 2743-2761.
6. Jensen, O. (2004). Hippocampal encoding of behavioural sequences requires a multi-item working memory buffer. In: Remember how your memory works?, Symposium on memory (Mojca Kržan, Ed.). University of Ljubljana, Faculty of Medicine. Sinapsa. Ljubljana. p. 3. Mathworks (1998). Using Matlab version 5. The Mathworks Inc.. Natick.
7. Pfurtscheller, G. and C. Andrew (1999). Eventrelated changes of band power and coherence: methodology and interpretation. Journal of clinical neurophysiology 16, 512-519.
8. Singer, W. and C. M. Gray (1995). Visual feature integration and the temporal correlation hypothesis. Annu Rev Neurosci 18, 555-586.
9. von der Malsburg, C. (1985). Nervous structures with dynamical links. Ber Bunsenges Phys Chem 89, 703-710.
10. von der Malsburg, C. and W. Schneider (1986). A neural coctail-party processor. Biol Cybern 54, 29-40.