Literature DB >> 16566475

Neuromorphic walking gait control.

Susanne Still1, Klaus Hepp, Rodney J Douglas.   

Abstract

We present a neuromorphic pattern generator for controlling the walking gaits of four-legged robots which is inspired by central pattern generators found in the nervous system and which is implemented as a very large scale integrated (VLSI) chip. The chip contains oscillator circuits that mimic the output of motor neurons in a strongly simplified way. We show that four coupled oscillators can produce rhythmic patterns with phase relationships that are appropriate to generate all four-legged animal walking gaits. These phase relationships together with frequency and duty cycle of the oscillators determine the walking behavior of a robot driven by the chip, and they depend on a small set of stationary bias voltages. We give analytic expressions for these dependencies. This chip reduces the complex, dynamic inter-leg control problem associated with walking gait generation to the problem of setting a few stationary parameters. It provides a compact and low power solution for walking gait control in robots.

Mesh:

Year:  2006        PMID: 16566475     DOI: 10.1109/TNN.2005.863454

Source DB:  PubMed          Journal:  IEEE Trans Neural Netw        ISSN: 1045-9227


  4 in total

1.  Robust synchronization of coupled neural oscillators using the derivative-free nonlinear Kalman Filter.

Authors:  Gerasimos Rigatos
Journal:  Cogn Neurodyn       Date:  2014-07-03       Impact factor: 5.082

2.  Transistor analogs of emergent iono-neuronal dynamics.

Authors:  Guy Rachmuth; Chi-Sang Poon
Journal:  HFSP J       Date:  2008-04-18

3.  Real-time biomimetic Central Pattern Generators in an FPGA for hybrid experiments.

Authors:  Matthieu Ambroise; Timothée Levi; Sébastien Joucla; Blaise Yvert; Sylvain Saïghi
Journal:  Front Neurosci       Date:  2013-11-21       Impact factor: 4.677

4.  Programmable coupled oscillators for synchronized locomotion.

Authors:  Sourav Dutta; Abhinav Parihar; Abhishek Khanna; Jorge Gomez; Wriddhi Chakraborty; Matthew Jerry; Benjamin Grisafe; Arijit Raychowdhury; Suman Datta
Journal:  Nat Commun       Date:  2019-07-24       Impact factor: 14.919

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.