Free Energy Principle in Human Postural Control System: Skin Stretch Feedback Reduces the Entropy

被引:11
作者
Hur, Pilwon [1 ,2 ]
Pan, Yi-Tsen [1 ]
DeBuys, Christian [1 ]
机构
[1] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
[2] Texas A&M Engn Expt Stn, Ctr Remote Hlth Technol & Syst, College Stn, TX 77843 USA
基金
美国国家科学基金会;
关键词
LIGHT TOUCH; VELOCITY INFORMATION; MULTISENSORY FUSION; HEAD EXTENSION; BODY SWAY; OPEN-LOOP; BALANCE; NOISE; MODEL; INTEGRATION;
D O I
10.1038/s41598-019-53028-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Human upright standing involves an integration of multiple sensory inputs such as vision, vestibular and somatosensory systems. It has been known that sensory deficits worsen the standing balance. However, how the modulation of sensory information contributes to postural stabilization still remains an open question for researchers. The purpose of this work was to formulate the human standing postural control system in the framework of the free-energy principle, and to investigate the efficacy of the skin stretch feedback in enhancing the human standing balance. Previously, we have shown that sensory augmentation by skin stretch feedback at the fingertip could modulate the standing balance of the people with simulated sensory deficits. In this study, subjects underwent ten 30-second trials of quiet standing balance with and without skin stretch feedback. Visual and vestibular sensory deficits were simulated by having each subject close their eyes and tilt their head back. We found that sensory augmentation by velocity-based skin stretch feedback at the fingertip reduced the entropy of the standing postural sway of the people with simulated sensory deficits. This result aligns with the framework of the free energy principle which states that a self-organizing biological system at its equilibrium state tries to minimize its free energy either by updating the internal state or by correcting body movement with appropriate actions. The velocity-based skin stretch feedback at the fingertip may increase the signal-to-noise ratio of the sensory signals, which in turn enhances the accuracy of the internal states in the central nervous system. With more accurate internal states, the human postural control system can further adjust the standing posture to minimize the entropy, and thus the free energy.
引用
收藏
页数:11
相关论文
共 68 条
[1]  
Bark K, 2008, SYMPOSIUM ON HAPTICS INTERFACES FOR VIRTUAL ENVIRONMENT AND TELEOPERATOR SYSTEMS 2008, PROCEEDINGS, P71
[2]  
Bark K, 2010, IEEE T HAPTICS, V3, P166, DOI [10.1109/ToH.2010.21, 10.1109/TOH.2010.21]
[3]   Two-dimensional Langevin approach to the human stabilogram [J].
Bosek, M ;
Grzegorzewski, B ;
Kowalczyk, A .
HUMAN MOVEMENT SCIENCE, 2004, 22 (06) :649-660
[4]   Body sway during quiet standing: Is it the residual chattering of an intermittent stabilization process? [J].
Bottaro, A ;
Casadio, M ;
Morasso, PG ;
Sanguineti, V .
HUMAN MOVEMENT SCIENCE, 2005, 24 (04) :588-615
[5]   POSTURAL IMBALANCE WITH HEAD EXTENSION - IMPROVEMENT BY TRAINING AS A MODEL FOR ATAXIA THERAPY [J].
BRANDT, T ;
KRAFCZYK, S ;
MALSBENDEN, I .
ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1981, 374 (NOV) :636-649
[6]   The influence of postural threat on the control of upright stance [J].
Carpenter, MG ;
Frank, JS ;
Silcher, CP ;
Peysar, GW .
EXPERIMENTAL BRAIN RESEARCH, 2001, 138 (02) :210-218
[7]   Facilitation of motor and balance recovery by thermal intervention for the paretic lower limb of acute stroke: a single-blind randomized clinical trial [J].
Chen, Jia-Ching ;
Lin, Chun-Hsiang ;
Wei, Yu-Chun ;
Hsiao, Jung ;
Liang, Chung-Chao .
CLINICAL REHABILITATION, 2011, 25 (09) :823-832
[8]   Light touch contribution to balance in normal bipedal stance [J].
Clapp, S ;
Wing, AM .
EXPERIMENTAL BRAIN RESEARCH, 1999, 125 (04) :521-524
[9]   Noise-mediated enhancements and decrements in human tactile sensation [J].
Collins, JJ ;
Imhoff, TT ;
Grigg, P .
PHYSICAL REVIEW E, 1997, 56 (01) :923-926
[10]   OPEN-LOOP AND CLOSED-LOOP CONTROL OF POSTURE - A RANDOM-WALK ANALYSIS OF CENTER-OF-PRESSURE TRAJECTORIES [J].
COLLINS, JJ ;
DE LUCA, CJ .
EXPERIMENTAL BRAIN RESEARCH, 1993, 95 (02) :308-318