Neuronal population coding of movement direction. Georgopoulos, A. P., Schwartz, A. B., & Kettner, R. E. Science, 233(4771):1416-9, 1986. abstract bibtex Although individual neurons in the arm area of the primate motor cortex are only broadly tuned to a particular direction in three-dimensional space, the animal can very precisely control the movement of its arm. The direction of movement was found to be uniquely predicted by the action of a population of motor cortical neurons. When individual cells were represented as vectors that make weighted contributions along the axis of their preferred direction (according to changes in their activity during the movement under consideration) the resulting vector sum of all cell vectors (population vector) was in a direction congruent with the direction of movement. This population vector can be monitored during various tasks, and similar measures in other neuronal populations could be of heuristic value where there is a neural representation of variables with vectorial attributes.
@Article{Georgopoulos1986,
author = {A. P. Georgopoulos and A. B. Schwartz and R. E. Kettner},
journal = {Science},
title = {Neuronal population coding of movement direction.},
year = {1986},
number = {4771},
pages = {1416-9},
volume = {233},
abstract = {Although individual neurons in the arm area of the primate motor cortex
are only broadly tuned to a particular direction in three-dimensional
space, the animal can very precisely control the movement of its
arm. The direction of movement was found to be uniquely predicted
by the action of a population of motor cortical neurons. When individual
cells were represented as vectors that make weighted contributions
along the axis of their preferred direction (according to changes
in their activity during the movement under consideration) the resulting
vector sum of all cell vectors (population vector) was in a direction
congruent with the direction of movement. This population vector
can be monitored during various tasks, and similar measures in other
neuronal populations could be of heuristic value where there is a
neural representation of variables with vectorial attributes.},
keywords = {Animals, Arm, Macaca mulatta, Mathematics, Models, Motor Cortex, Motor Neurons, Neurological, Non-P.H.S., Non-U.S. Gov't, P.H.S., Research Support, U.S. Gov't, 3749885},
}
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