Generation of Spontaneous Reaching Movement Based on Human Anatomical Constraints

Naomichi Ogihara, Nobutoshi Yamazaki

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)2314-2320
Number of pages7
JournalNihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
Volume67
Issue number659
DOIs
Publication statusPublished - 2001
Externally publishedYes

Fingerprint

Neurology
Musculoskeletal system
Recurrent neural networks
Muscle
Chemical activation
Trajectories

Keywords

  • Anatomical Constraints
  • Biomechanics
  • Human Engineering
  • Neural Network
  • Neuro-Musculo–Skeletal Model
  • Reaching
  • Upper Extremity

ASJC Scopus subject areas

  • Mechanics of Materials
  • Mechanical Engineering
  • Industrial and Manufacturing Engineering

Cite this

Generation of Spontaneous Reaching Movement Based on Human Anatomical Constraints. / Ogihara, Naomichi; Yamazaki, Nobutoshi.

In: Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, Vol. 67, No. 659, 2001, p. 2314-2320.

Research output: Contribution to journalArticle

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