Bio-inspired neural networks with central pattern generators for learning multi-skill locomotion

Abstract Biological neural circuits, central pattern generators (CPGs), located at the spinal cord are the underlying mechanisms that play a crucial role in generating rhythmic locomotion patterns. In this paper, we propose a novel approach that leverages the inherent rhythmicity of CPGs to enhance...

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Bibliographic Details
Main Authors: Chuanyu Yang, Can Pu, Yuan Zou, Tianqi Wei, Cong Wang, Zhibin Li
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-94408-0
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