Generating oscillation activity with echo state network to mimic the behavior of a simple central pattern generator

TY Foong, DV Vargas - arXiv preprint arXiv:2306.10927, 2023 - arxiv.org
This paper presents a method for reproducing a simple central pattern generator (CPG)
using a modified Echo State Network (ESN). Conventionally, the dynamical reservoir needs …

Generating oscillation activity with Echo State Network to mimic the behaviour of a simple central pattern generator

T Yik Foong, D Vargas - Proceedings of the Annual Meeting of the …, 2023 - escholarship.org
This paper presents a method for reproducing a simple central pattern generator (CPG)
using a modified Echo State Network (ESN). Conventionally, the dynamical reservoir needs …

Generating Oscillation Activity with Echo State Network to Mimic the Behavior of a Simple Central Pattern Generator

TY Foong, D Vasconcellos Vargas - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
This paper presents a method for reproducing a simple central pattern generator (CPG)
using a modified Echo State Network (ESN). Conventionally, the dynamical reservoir needs …