Bayesian integration in force estimation

Journal of Neurophysiology

Volumn 92, Issue 5, 2004, Pages 3161-3165

  Körding, Konrad P ^a   Ku, Shih Pi ^b   Wolpert, Daniel M ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BAYES THEOREM; CENTRAL NERVOUS SYSTEM; DYNAMICS; ENVIRONMENT; FEMALE; FORCE; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; BIOLOGICAL MODEL; MOTOR ACTIVITY; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY;

BAYES THEOREM; CENTRAL NERVOUS SYSTEM; HUMANS; MODELS, NEUROLOGICAL; MOTOR ACTIVITY; MOVEMENT;

EID: 14844325818     PISSN: 00223077     EISSN: None     Source Type: Journal    
DOI: 10.1152/jn.00275.2004     Document Type: Article

References (13)

1. Ernst MO and Banks MS. Humans integrate visual and haptic information in a statistically optimal fashion. Nature 415: 429-433, 2002.
2. Fleming RW, Dror RO, and Adelson EH. Real-world illumination and the perception of surface reflectance properties. J Vis 3: 347-368, 2003.
3. Goodbody SJ and Wolpert DM. Temporal and amplitude generalization in motor learning. J Neurophysiol 79: 1825-1838, 1998.
4. Hillis JM, Ernst MO, Banks MS, and Landy MS. Combining sensory information: mandatory fusion within, but not between, senses. Science 298: 1627-1630, 2002.
5. Jacobs RA, Jordan MI, Nowlan SJ, and Hinton GE. Adaptive mixtures of local experts. Neural Computat 3: 79-87, 1991.
6. Jaynes ET. Bayesian methods: general background. In: Maximum-Entropy and Bayesian Methods in Applied Statistics, edited by Justice JH. Cambridge, UK: Cambridge Univ. Press, 1986, p. 1.
7. Kersten D and Yuille A. Bayesian models of object perception. Curr Opin Neurobiol 13: 150-158, 2003.
8. Körding KP, and Wolpert DM. Bayesian integration in sensorimotor learning. Nature 427: 244-247, 2004.
9. MacKay DJC. Information Theory, Inference, and Learning Algorithms Cambridge, UK: Cambridge Univ. Press, 2003.
10. Scheidt RA, Dingwell JB, and Mussa-Ivaldi FA. Learning to move amid uncertainty. J Neurophysiol 86: 971-985, 2001.
11. Van Beers R, Baraduc P, and Wolpert D. Role of uncertainty in sensorimotor control. Transact Roy Soc 357: 1137-1145, 2002.
12. van Ee R, Adams WJ, and Mamassian P. Bayesian modeling of cue interaction: Bistability in stereoscopic slant perception. J Opt Soc Am A 20: 1398-1406, 2003.
13. Weiss Y, Simoncelli EP, and Adelson EH. Motion illusions as optimal percepts. Nat Neurosci 5: 598-604, 2002.