TY - JOUR
T1 - Generation of Spontaneous Reaching Movement Based on Human Anatomical Constraints
AU - Ogihara, Naomichi
AU - Yamazaki, Nobutoshi
N1 - Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2001
Y1 - 2001
N2 - A neuro-musculo-skeletal model is constructed that can spontaneously generate natural reaching motion without priorly forming trajectory. The musculo-skeletal structure of human upper extremity is modeled as three rigid links with eight muscles. A viscoelastic element is attached around each joint to represent passive joint structure. The nervous system is modeled as a recurrent neural network which incorporates a potential defining body mobility due to the anatomical constraints, with a spatial potential defining a goal position. Given a goal position, the nervous system autonomously generates muscular activation signals that tend to move the hand to the goal. Due to the dynamic interaction among the entire neuro-musculo-skeletal systems, motion is naturally induced from the anatomical constraints. The simulated motions agree with those of humans, suggesting that the proposed neural mechanism may be incorporated into actual human motor control.
AB - A neuro-musculo-skeletal model is constructed that can spontaneously generate natural reaching motion without priorly forming trajectory. The musculo-skeletal structure of human upper extremity is modeled as three rigid links with eight muscles. A viscoelastic element is attached around each joint to represent passive joint structure. The nervous system is modeled as a recurrent neural network which incorporates a potential defining body mobility due to the anatomical constraints, with a spatial potential defining a goal position. Given a goal position, the nervous system autonomously generates muscular activation signals that tend to move the hand to the goal. Due to the dynamic interaction among the entire neuro-musculo-skeletal systems, motion is naturally induced from the anatomical constraints. The simulated motions agree with those of humans, suggesting that the proposed neural mechanism may be incorporated into actual human motor control.
KW - Anatomical Constraints
KW - Biomechanics
KW - Human Engineering
KW - Neural Network
KW - Neuro-Musculo–Skeletal Model
KW - Reaching
KW - Upper Extremity
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U2 - 10.1299/kikaic.67.2314
DO - 10.1299/kikaic.67.2314
M3 - Article
AN - SCOPUS:85012075730
SN - 0387-5024
VL - 67
SP - 2314
EP - 2320
JO - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
JF - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
IS - 659
ER -