Optimization of relative parameters in transfer entropy estimation and application to corticomuscular coupling in humans.

Sa Zhou,Ping Xie,Xiaoling Chen,Yibo Wang,Yuanyuan Zhang,Yihao Du

Journal of Neuroscience Methods（2018）

引用 15|浏览11

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摘要

•This study aims to improve the accuracy of TE in estimating coupling strength and direction by introducing HPSO.•Multiclass simulation models with uni- or bi-directional coupling are constructed to validate HPSO in TE calculation.•The implication of the HPSO improved the accuracy of the TE in estimating the corticomuscular coupling in humans.

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关键词

Transfer entropy,Parameter optimization,Hybrid particle swarm optimization,Neural mass model,Corticomuscular,Coupling

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