Snake Robot Controlled by Biomimetic CPGs

The design of biomimetic robot is one popular research. To achieve this goal, the reproduction of animal locomotion is mandatory. Animal locomotion is created by the activities of Central Pattern Generator (CPG). CPGs are neural networks capable of producing rhythmic patterned outputs without rhythm...

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Bibliographic Details
Main Authors: Damien Blanchard, Kazuyuki Aihara, Timothée Levi
Format: Article
Language:English
Published: Atlantis Press 2019-04-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
CPG
Online Access:https://www.atlantis-press.com/article/125905736/view
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spelling doaj-c553b5edfa124e0384d8631a96ff34ea2020-11-25T02:28:18ZengAtlantis PressJournal of Robotics, Networking and Artificial Life (JRNAL)2352-63862019-04-015410.2991/jrnal.k.190220.010Snake Robot Controlled by Biomimetic CPGsDamien BlanchardKazuyuki AiharaTimothée LeviThe design of biomimetic robot is one popular research. To achieve this goal, the reproduction of animal locomotion is mandatory. Animal locomotion is created by the activities of Central Pattern Generator (CPG). CPGs are neural networks capable of producing rhythmic patterned outputs without rhythmic sensory or central input. We propose a network of several biomimetic CPGs using biomimetic neuron model and synaptic plasticity. This network is implemented on a field programmable gate array. We designed one unsupervised snake robot using this network of CPG. It is composed of one head wagon followed by seven slave wagons. Infrared sensors are also embedded in the head wagon. This robot can reproduce the locomotion of one snake.https://www.atlantis-press.com/article/125905736/viewSnake robotCPGbiomimeticspiking neural networklocomotion
collection DOAJ
language English
format Article
sources DOAJ
author Damien Blanchard
Kazuyuki Aihara
Timothée Levi
spellingShingle Damien Blanchard
Kazuyuki Aihara
Timothée Levi
Snake Robot Controlled by Biomimetic CPGs
Journal of Robotics, Networking and Artificial Life (JRNAL)
Snake robot
CPG
biomimetic
spiking neural network
locomotion
author_facet Damien Blanchard
Kazuyuki Aihara
Timothée Levi
author_sort Damien Blanchard
title Snake Robot Controlled by Biomimetic CPGs
title_short Snake Robot Controlled by Biomimetic CPGs
title_full Snake Robot Controlled by Biomimetic CPGs
title_fullStr Snake Robot Controlled by Biomimetic CPGs
title_full_unstemmed Snake Robot Controlled by Biomimetic CPGs
title_sort snake robot controlled by biomimetic cpgs
publisher Atlantis Press
series Journal of Robotics, Networking and Artificial Life (JRNAL)
issn 2352-6386
publishDate 2019-04-01
description The design of biomimetic robot is one popular research. To achieve this goal, the reproduction of animal locomotion is mandatory. Animal locomotion is created by the activities of Central Pattern Generator (CPG). CPGs are neural networks capable of producing rhythmic patterned outputs without rhythmic sensory or central input. We propose a network of several biomimetic CPGs using biomimetic neuron model and synaptic plasticity. This network is implemented on a field programmable gate array. We designed one unsupervised snake robot using this network of CPG. It is composed of one head wagon followed by seven slave wagons. Infrared sensors are also embedded in the head wagon. This robot can reproduce the locomotion of one snake.
topic Snake robot
CPG
biomimetic
spiking neural network
locomotion
url https://www.atlantis-press.com/article/125905736/view
work_keys_str_mv AT damienblanchard snakerobotcontrolledbybiomimeticcpgs
AT kazuyukiaihara snakerobotcontrolledbybiomimeticcpgs
AT timotheelevi snakerobotcontrolledbybiomimeticcpgs
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