Skip to main content
Log in

Neural Coding of Finger and Wrist Movements

  • Published:
Journal of Computational Neuroscience Aims and scope Submit manuscript

Abstract

Previous work (Schieber and Hibbard, 1993) has shown that single motor cortical neurons do not discharge specifically for a particular flexion-extension finger movement but instead are active with movements of different fingers. In addition, neuronal populations active with movements of different fingers overlap extensively in their spatial locations in the motor cortex. These data suggested that control of any finger movement utilizes a distributed population of neurons. In this study we applied the neuronal population vector analysis (Georgopoulos et al., 1983) to these same data to determine (1) whether single cells are tuned in an abstract, three-dimensional (3D) instructed finger and wrist movement space with hand-like geometry and (2) whether the neuronal population encodes specific finger movements. We found that the activity of 132/176 (75%) motor cortical neurons related to finger movements was indeed tuned in this space. Moreover, the population vector computed in this space predicted well the instructed finger movement. Thus, although single neurons may be related to several disparate finger movements, and neurons related to different finger movements are intermingled throughout the hand area of the motor cortex, the neuronal population activity does specify particular finger movements.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Caminiti R, Johnson PB, Galli C, Ferraina S, Burnod Y, Urbano A (1991) Making arm movements within different parts of space: The premotor and motor cortical representation of a coordinate system for reaching at visual targets. J. Neurosci. 11:1182–1197.

    Google Scholar 

  • Efron B, Tibshirani RJ (1993) An Introduction to the Bootstrap. Chapman & Hall, New York.

    Google Scholar 

  • Fisher NI, Lee AJ (1986) Correlation coefficients for random variables on a unit sphere or hypersphere. Biometrika 73:159–164.

    Google Scholar 

  • Fortier PA, Kalaska JF, Smith AM (1989) Cerebellar neuronal activity related to whole-arm reaching movements in the monkey. J. Neurophysiol. 62:198–211.

    Google Scholar 

  • Georgopoulos AP, Caminiti R, Kalaska JF, Massey JT (1983) Spatial coding of movement: A hypothesis concerning the coding of movement direction by motor cortical populations. Exp. Brain Res. Suppl. 7:327–336.

    Google Scholar 

  • Georgopoulos AP, Kalaska JF, Caminiti R, Massey JT (1982) On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J. Neurosci. 2:1527–1537.

    Google Scholar 

  • Georgopoulos AP, Kalaska JF, Crutcher MD, Caminiti R, Massey JT (1984) The representation of movement direction in the motor cortex: Single cell and population studies. In: GM Edelman, WM Cowan, WE Gall, eds. Dynamic Aspects of Neocortical Function. Wiley, New York. pp. 501–524.

    Google Scholar 

  • Georgopoulos AP, Kettner RE, Schwartz AB (1988) Primate motor cortex and free arm movements to visual targets in threedimensional space. II. Coding of the direction of movement by a neuronal population. J. Neurosci. 8:2928–2937.

    Google Scholar 

  • Georgopoulos AP, Schwartz AB, Kettner RE (1986) Neuronal population coding of movement direction. Science 233:1416–1419.

    Google Scholar 

  • Hayes R, Schieber MH (1996) Human individuated finger movements: How independent are the digits? Soc. Neurosci. Abstr. 22:426 (Abstract).

    Google Scholar 

  • Kalaska JF, Caminiti R, Georgopoulos AP (1983) Cortical mechanisms related to the direction of two-dimensional arm movements: Relations in parietal area 5 and comparison with motor cortex. Exp. Brain Res. 51:247–260.

    Google Scholar 

  • Ruiz S, Crespo P, Romo R (1995) Representation of moving tactile stimuli in the somatic sensory cortex of awake monkeys. J. Neurophysiol. 73:525–537.

    Google Scholar 

  • Salinas E, Abbott LF (1994) Vector reconstruction from firing rates. J. Comp. Neurosci. 1:89–107.

    Google Scholar 

  • Sanes JN, Donoghue JP, Thangaraj V, Edelman RR, Warach S (1995) Shared neural substrates controlling hand movements in human motor cortex. Science 268:1775–1777.

    Google Scholar 

  • Schieber MH (1991) Individuated finger movements of rhesus monkeys: A means of quantifying the independence of the digits. J. Neurophysiol. 65:1381–1391.

    Google Scholar 

  • Schieber MH, Hibbard LS (1993) How somatotopic is the motor cortex hand area? Science 261:489–492.

    Google Scholar 

  • Schwartz AB (1994) Direct cortical representation of drawing. Science 265:540–542.

    Google Scholar 

  • Schwartz AB, Kettner RE, Georgopoulos AP (1988) Primate motor cortex and free arm movements to visual targets in threedimensional space. I. Relations between single cell discharge and direction of movement. J. Neurosci. 8:2913–2927.

    Google Scholar 

  • Soechting JF, Flanders M (1997) Flexibility and repeatability of finger movements during typing: Analysis of multiple degrees of freedom. J. Comput. Neurosci. 4:29–46.

    Google Scholar 

  • Steinmetz MA, Motter BC, Duffy CJ, Mountcastle VB (1987) Functional properties of parietal visual neurons: Radial organization of directionalities within the visual field. J. Neurosci. 7:177–191.

    Google Scholar 

  • Young MP, Yamane S (1992) Sparse population coding of faces in the inferotemporal cortex. Science 256:1327–1331.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Georgopoulos, A.P., Pellizzer, G., Poliakov, A.V. et al. Neural Coding of Finger and Wrist Movements. J Comput Neurosci 6, 279–288 (1999). https://doi.org/10.1023/A:1008810007672

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1008810007672

Navigation