Distinct dynamical patterns that distinguish willed and forced actions

Cognitive Neurodynamics

Volumn 5, Issue 1, 2011, Pages 67-76

  Garcia Dominguez, Luis ^a   Kostelecki, Wojciech ^a   Wennberg, Richard ^b   Perez Velazquez, Jose L ^c  

^a HOSPITAL FOR SICK CHILDREN   (Canada)

^b TORONTO WESTERN HOSPITAL   (Canada)

^c UNIVERSITY OF TORONTO   (Canada)

Author keywords

Common spatial patterns; Fischer criterion; Free will; Magnetoencephalography; Single trial analysis

Indexed keywords

ARTICLE; BRAIN FUNCTION; BRAIN REGION; FINGER; FORCE; FREE WILL; HUMAN; MAGNETOENCEPHALOGRAPHY; NERVE CELL; OCCIPITAL LOBE; STIMULUS RESPONSE; TASK PERFORMANCE; TEMPORAL LOBE;

EID: 79952574815     PISSN: 18714080     EISSN: 18714099     Source Type: Journal    
DOI: 10.1007/s11571-010-9140-y     Document Type: Article

References (28)

1. Baars BJ, Ramsoy TZ, Laureys S (2003) Brain, conscious experience and the observing self. Trends Neurosci 26:671-675 (Pubitemid 37415018)
2. Blankertz B, Dornhege G, Lemm S, Krauledat M, Curio G, Müller KR (2006a) The Berlin Brain-Computer Interface: machine learning based detection of user specific brain states. J Universal Comput Sci 12:581-607 (Pubitemid 44180826)
3. Blankertz B, Krauledat M, Losch F, Curio G, Müller KR (2006b) Combined optimization of spatial and temporal filters for improving brain-computer interfacing. IEEE Trans Biomed Eng 53:2274-2281 (Pubitemid 44629866)
4. Blankertz B, Kawanabe M, Tomioka R, Hohlefeld F, Nikulin V, Müller KR (2008) Invariant common spatial patterns: alleviating nonstationarities in brain-computer interfacing. Adv Neural Inform Process Syst 20:113-120
5. Damasio A (1999) The feeling of what happens: body and emotion in the making of consciousness. Harcourt Brace, New York
6. Desmurget M, Sirigu A (2009) A parietal-premotor network for movement intention and motor awareness. Trends Cogn Sci 13:411-419
7. Dornhege G, Blankertz B, Krauledat M, Losch F, Curio G, Muller KR (2006) Optimizing spatiotemporal filters for improving brain-computer interfacing. In: Advances in Neural Info Proc Systems (NIPS 05), vol 18. MIT Press, Cambridge, MA, pp 315-322
8. Frith CD, Friston K, Liddle PF, Frackowiak RS (1991) Willed action and the prefrontal cortex in man: a study with PET. Proc R Soc Lond B 244:241-246
9. Golland P, Fischl B (2002) Permutation tests for classification: towards statistical significance in image-based studies. Inf Process Med Imag 2003(18):330-341
10. Haggard P (2008) Human volition: towards a neuroscience of will. Nat Rev Neuro 9:934-946
11. Hallett M (2007) Volitional control of movement: the physiology of free will. Clin Neurophysiol 118:1179-1192
12. Huang G, Liu G, Meng M, Zhang D, Zhu X (2010) Model based generalization analysis of common spatial pattern in brain computer interfaces. Cogn Neurodyn 4:217-223
13. Ingvar DH (1994) The will of the brain: cerebral correlates of willful acts. J Theor Biol 171:7-12
14. Kaiser J, Heidegger T, Lutzenberger W (2008) Behavioral relevance of gamma-band activity for short-term memory based auditory decision-making. Eur J Neurosci 27:3322-3328 (Pubitemid 351847314)
15. Lamme VAF (2003) Why visual attention and awareness are different. Trends Cogn Neurosci 7:12-18
16. Lemm S, Blankertz B, Curio G, Muller KR (2005) Spatio-spectral filters for improved classification of single trial EEG. IEEE Trans Biomed Eng 52:1541-1548 (Pubitemid 41462184)
17. Libet B (1985) Unconscious cerebral initiative and the role of conscious will in voluntary action. Behav Brain Sci 8:529-566
18. Manes F, Sahakian B, Clark L, Rogers R, Antoun N, Aitken M, Robbins T (2002) Decision-making processes following damage to the prefrontal cortex. Brain 125:624-639 (Pubitemid 34194416)
19. Müller KR, Krauledat M, Dornhege G, Curio G, Blankertz B (2004) Machine learning techniques for brain-computer interfaces. Biomed Eng 49:11-22
20. Müller-Gerking J, Pfurtscheller G, Flyvbjerg H (1999) Designing optimal spatial filters for single-trial EEG classification in a movement task. Clin Neurophysiol 110:787-798 (Pubitemid 29281678)
21. Perez Velazquez JL, Frantseva MV (2010) The brain-behaviour continuum: the subtle transition between sanity and insanity. Imperial College Press (in press)
22. Pesaran B, Nelson MJ, Andersen RA (2008) Free choice activates a decision circuit between frontal and parietal cortex. Nature 453:406-409 (Pubitemid 351693121)
23. Ramoser H, Müller-Gerking J, Pfurtscheller G (2000) Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans Rehabil Eng 8:441-446 (Pubitemid 32178931)
24. Rushworth MFS (2008) Intention, choice, and the medial frontal cortex. Ann NY Acad Sci 1124:181-207
25. Schall JD (2001) Neural basis of deciding, choosing and acting. Nat Rev Neurosci 2:33-42
26. Soon CS, Brass M, Heinze HJ, Haynes JD (2008) Unconscious determinants of free decisions in the human brain. Nat Neurosci 11:543-545 (Pubitemid 351595206)
27. Tomioka R, Dornhege G, Nolte G, Blankertz B, Aihara K, Müller KR (2006) Spectrally weighted common spatial pattern algorithm for single trial EEG classification. Technical Report 40, Department of Mathematical Engineering, The University of Tokyo, Tokyo
28. VanRullen R, Thorpe SJ (2001) The time course of visual processing: from early perception to decision-making. J Cogn Neurosci 13:454-461 (Pubitemid 32500254)