Title :
Neural primitives for motion control
Author :
Mussa-Ivaldi, Ferdinando A. ; Solla, Sara A.
Author_Institution :
Dept. of Physiol., Northwestern Univ., Chicago, IL, USA
fDate :
7/1/2004 12:00:00 AM
Abstract :
The neural control of movement requires the ability to deal with changes, both in the environment and in the parameters that characterize the mechanical structure of the organism. Here we discuss the three types of coordinate representations that sensory and motor systems use to generate and control movements, and argue that the intrinsic redundancy of the musculoeskeletal system can be exploited to implement control signals that result in successful task completion while allowing for variance in trajectory parameters not relevant to the task. We also argue that muscle synergies activated through the stimulation of specific loci along the spinal cord provide evidence for the existence of a vocabulary of motor primitives that can be combined, either simultaneously or sequentially, to generate a broad repertoire of complex movements.
Keywords :
adaptive control; biocontrol; biomechanics; motion control; neurocontrollers; adaptive control; central pattern generators; control signals; coordinate representations; force-fields; mechanical structure; motion control; motor systems; muscle synergies; musculoeskeletal system; neural control; neural primitives; sensory systems; spinal cord; Artificial intelligence; Biomedical engineering; Control systems; Differential equations; Motion control; Nervous system; Organisms; Physiology; Robot kinematics; Vocabulary; 65; Adaptive control; central pattern generators; coordination; force-fields; primitives;
Journal_Title :
Oceanic Engineering, IEEE Journal of
DOI :
10.1109/JOE.2004.833102