Computational principles of sensorimotor control that minimize uncertainty and variability

被引:266
作者
Bays, Paul M.
Wolpert, Daniel M.
机构
[1] UCL, Inst Cognit Neurosci, London WC1N 3AR, England
[2] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
来源
JOURNAL OF PHYSIOLOGY-LONDON | 2007年 / 578卷 / 02期
关键词
D O I
10.1113/jphysiol.2006.120121
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Sensory and motor noise limits the precision with which we can sense the world and act upon it. Recent research has begun to reveal computational principles by which the central nervous system reduces the sensory uncertainty and movement variability arising from this internal noise. Here we review the role of optimal estimation and sensory filtering in extracting the sensory information required for motor planning, and the role of optimal control, motor adaptation and impedance control in the specification of the motor output signal.
引用
收藏
页码:387 / 396
页数:10
相关论文
共 98 条
[61]   Firing behavior of vestibular neurons during active and passive head movements: Vestibulo-spinal and other non-eye-movement related neurons [J].
McCrea, RA ;
Gdowski, GT ;
Boyle, R ;
Belton, T .
JOURNAL OF NEUROPHYSIOLOGY, 1999, 82 (01) :416-428
[62]   OPTIMALITY IN HUMAN MOTOR-PERFORMANCE - IDEAL CONTROL OF RAPID AIMED MOVEMENTS [J].
MEYER, DE ;
KORNBLUM, S ;
ABRAMS, RA ;
WRIGHT, CE ;
SMITH, JEK .
PSYCHOLOGICAL REVIEW, 1988, 95 (03) :340-370
[63]   IS THE CEREBELLUM A SMITH PREDICTOR [J].
MIALL, RC ;
WEIR, DJ ;
WOLPERT, DM ;
STEIN, JF .
JOURNAL OF MOTOR BEHAVIOR, 1993, 25 (03) :203-216
[64]   Presynaptic receptors [J].
Miller, RJ .
ANNUAL REVIEW OF PHARMACOLOGY AND TOXICOLOGY, 1998, 38 :201-227
[65]  
MILNE RJ, 1988, EXP BRAIN RES, V70, P569
[66]  
MORASSO P, 1981, EXP BRAIN RES, V42, P223
[67]   Long-term adaptation to dynamics of reaching movements: a PET study [J].
Nezafat, R ;
Shadmehr, R ;
Holcomb, HH .
EXPERIMENTAL BRAIN RESEARCH, 2001, 140 (01) :66-76
[68]   PURKINJE-CELL COMPLEX AND SIMPLE SPIKE CHANGES DURING A VOLUNTARY ARM MOVEMENT LEARNING-TASK IN THE MONKEY [J].
OJAKANGAS, CL ;
EBNER, TJ .
JOURNAL OF NEUROPHYSIOLOGY, 1992, 68 (06) :2222-2236
[69]   FUNCTIONAL UNITS OF THE CEREBELLUM - SAGITTAL ZONES AND MICROZONES [J].
OSCARSSON, O .
TRENDS IN NEUROSCIENCES, 1979, 2 (06) :143-145
[70]   Inference and computation with population codes [J].
Pouget, A ;
Dayan, P ;
Zemel, RS .
ANNUAL REVIEW OF NEUROSCIENCE, 2003, 26 :381-410