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蝾螈运动的模拟与机器人研究:将神经生物学原理应用于机器人运动控制

Simulation and robotics studies of salamander locomotion: applying neurobiological principles to the control of locomotion in robots.

作者信息

Ijspeert Auke Jan, Crespi Alessandro, Cabelguen Jean-Marie

机构信息

Swiss Federal Institute of Technology, Lausanne (EPFL), Station 14, CH-1015, Lausanne, Switzerland.

出版信息

Neuroinformatics. 2005;3(3):171-95. doi: 10.1385/NI:3:3:171.

Abstract

This article presents a project that aims at understanding the neural circuitry controlling salamander locomotion, and developing an amphibious salamander-like robot capable of replicating its bimodal locomotion, namely swimming and terrestrial walking. The controllers of the robot are central pattern generator models inspired by the salamander's locomotion control network. The goal of the project is twofold: (1) to use robots as tools for gaining a better understanding of locomotion control in vertebrates and (2) to develop new robot and control technologies for developing agile and adaptive outdoor robots. The article has four parts. We first describe the motivations behind the project. We then present neuromechanical simulation studies of locomotion control in salamanders. This is followed by a description of the current stage of the robotic developments. We conclude the article with a discussion on the usefulness of robots in neuroscience research with a special focus on locomotion control.

摘要

本文介绍了一个项目,该项目旨在了解控制蝾螈运动的神经回路,并开发一种能够复制其双峰运动(即游泳和陆地行走)的两栖蝾螈类机器人。机器人的控制器是受蝾螈运动控制网络启发的中枢模式发生器模型。该项目的目标有两个:(1)将机器人用作工具,以更好地理解脊椎动物的运动控制;(2)开发新的机器人和控制技术,以开发敏捷且适应性强的户外机器人。本文分为四个部分。我们首先描述项目背后的动机。然后我们展示蝾螈运动控制的神经力学模拟研究。接下来描述机器人开发的当前阶段。我们在文章结尾讨论机器人在神经科学研究中的有用性,特别关注运动控制。

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