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...
Saved in:
| 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 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Bio-Inspired Traffic Pattern Generation for Multi-AMR Systems
by: Rok Vrabič, et al.
Published: (2025-03-01) -
A Bio-Inspired Data-Driven Locomotion Optimization Framework for Adaptive Soft Inchworm Robots
by: Mahtab Behzadfar, et al.
Published: (2025-05-01) -
Bio-inspired electronics: Soft, biohybrid, and “living” neural interfaces
by: Dimitris Boufidis, et al.
Published: (2025-02-01) -
Enhancing Legged Robot Locomotion Through Smooth Transitions Using Spiking Central Pattern Generators
by: Horacio Rostro-Gonzalez, et al.
Published: (2025-06-01) -
Bio-Inspired Compliant Joints and Economic MPC Co-Design for Energy-Efficient, High-Speed Locomotion in Snake-like Robots
by: Shuai Zhou, et al.
Published: (2025-06-01)