Neural Coding of Finger and Wrist Movements

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.

[1]  A. P. Georgopoulos,et al.  Primate motor cortex and free arm movements to visual targets in three- dimensional space. I. Relations between single cell discharge and direction of movement , 1988, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[2]  A. P. Georgopoulos,et al.  Neuronal population coding of movement direction. , 1986, Science.

[3]  B. C. Motter,et al.  Functional properties of parietal visual neurons: radial organization of directionalities within the visual field , 1987, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[4]  Emilio Salinas,et al.  Vector reconstruction from firing rates , 1994, Journal of Computational Neuroscience.

[5]  A. P. Georgopoulos,et al.  Primate motor cortex and free arm movements to visual targets in three- dimensional space. II. Coding of the direction of movement by a neuronal population , 1988, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[6]  A P Georgopoulos,et al.  On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[7]  M. Schieber,et al.  How somatotopic is the motor cortex hand area? , 1993, Science.

[8]  A B Schwartz,et al.  Direct cortical representation of drawing. , 1994, Science.

[9]  Nicholas I. Fisher,et al.  Correlation coefficients for random variables on a unit sphere or hypersphere , 1986 .

[10]  Robert Tibshirani,et al.  An Introduction to the Bootstrap , 1994 .

[11]  John F. Kalaska,et al.  Spatial coding of movement: A hypothesis concerning the coding of movement direction by motor cortical populations , 1983 .

[12]  M. Schieber Individuated finger movements of rhesus monkeys: a means of quantifying the independence of the digits. , 1991, Journal of neurophysiology.

[13]  A. P. Georgopoulos,et al.  Cortical mechanisms related to the direction of two-dimensional arm movements: relations in parietal area 5 and comparison with motor cortex , 1983, Experimental Brain Research.

[14]  M. Young,et al.  Sparse population coding of faces in the inferotemporal cortex. , 1992, Science.

[15]  R. Romo,et al.  Representation of moving tactile stimuli in the somatic sensory cortex of awake monkeys. , 1995, Journal of neurophysiology.

[16]  J. Kalaska,et al.  Cerebellar neuronal activity related to whole-arm reaching movements in the monkey. , 1989, Journal of neurophysiology.

[17]  J. Donoghue,et al.  Shared neural substrates controlling hand movements in human motor cortex. , 1995, Science.

[18]  R Caminiti,et al.  Making arm movements within different parts of space: the premotor and motor cortical representation of a coordinate system for reaching to visual targets , 1991, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[19]  Martha Flanders,et al.  Flexibility and Repeatability of Finger Movements During Typing: Analysis of Multiple Degrees of Freedom , 1997, Journal of Computational Neuroscience.