A quadrupedal locomotion central pattern generator based on oscillatory building block networks

Yang, Zhijun ORCID: https://orcid.org/0000-0003-2615-4297 and Zhu, Qingbao (2011) A quadrupedal locomotion central pattern generator based on oscillatory building block networks. In: International Conference on Internet Computing & Information Services (ICICIS 2011), 17-18 September 2011, Hong Kong. . [Conference or Workshop Item]

Official URL: http://dx.doi.org/10.1109/ICICIS.2011.25

Abstract

This work presents the mimicking of the main rhythmic gait patterns of a quadrupedal animal as an illustration of a novel approach to the prediction and generation of coupled neural oscillation. Based on Scheduling by Multiple Edge Reversal (SMER), a simple though powerful distributed algorithm, it is shown how oscillatory building blocks (OBBs) can be created for the generation of complex rhythmic patterns and implemented as asymmetric Hopfield neural networks. The network is able to reproduce the different firing rates observed among pairs of biological motor neurons working during different gait patterns.

Item Type:	Conference or Workshop Item (Paper)
Research Areas:	A. > School of Science and Technology > Design Engineering and Mathematics
Item ID:	9915
Useful Links:	Middlesex University Expert Profile
Depositing User:	Zhijun Yang
Date Deposited:	30 Jan 2013 06:44
Last Modified:	01 Aug 2019 07:50
URI:	https://eprints.mdx.ac.uk/id/eprint/9915

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