Computational approaches to motor control

被引:576
作者
Wolpert, Daniel M. [1 ]
机构
[1] Inst Neurol, Sobell Dept Neurophysiol, London WC1N 3BG, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
D O I
10.1016/S1364-6613(97)01070-X
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
This review will focus on four areas of motor control which have recently been enriched both by neural network and control system models: motor planning, motor prediction, state estimation and motor learning. We will review the computational foundations of each of these concepts and present specific models which have been tested by psychophysical experiments. We will cover the topics of optimal control for motor planning, forward models for motor prediction, observer models of state estimation and modular decomposition in motor learning. The aim of this review is to demonstrate how computational approaches, as well as proposing specific models, provide a theoretical framework to formalize the issues in motor control.
引用
收藏
页码:209 / 216
页数:8
相关论文
共 39 条
[1]  
ATKESON CG, 1985, J NEUROSCI, V5, P2318
[2]  
Bernstein NA, 1967, The co-ordination and regulation of movements
[3]   Consolidation in human motor memory [J].
BrashersKrug, T ;
Shadmehr, R ;
Bizzi, E .
NATURE, 1996, 382 (6588) :252-255
[4]  
Bryson A. E., 1975, APPL OPTIMAL CONTROL
[5]  
CACCIATORE TW, 1994, ADV NEURAL INFORMATI, V6, P719
[6]  
CONDITT MA, J NEUROPHYS IN PRESS
[7]   Constrained and unconstrained movements involve different control strategies [J].
Desmurget, M ;
Jordan, M ;
Prablanc, C ;
Jeannerod, M .
JOURNAL OF NEUROPHYSIOLOGY, 1997, 77 (03) :1644-1650
[8]   TRAJECTORY ADAPTATION TO A NONLINEAR VISUOMOTOR TRANSFORMATION - EVIDENCE OF MOTION PLANNING IN VISUALLY PERCEIVED SPACE [J].
FLANAGAN, JR ;
RAO, AK .
JOURNAL OF NEUROPHYSIOLOGY, 1995, 74 (05) :2174-2178
[9]   THE COORDINATION OF ARM MOVEMENTS - AN EXPERIMENTALLY CONFIRMED MATHEMATICAL-MODEL [J].
FLASH, T ;
HOGAN, N .
JOURNAL OF NEUROSCIENCE, 1985, 5 (07) :1688-1703
[10]  
Ghahramani Z, 1996, J NEUROSCI, V16, P7085