Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA

Functional muscular connectivity reflects the underlying muscle coordination and neural control strategies during motor or postural tasks. Dimensionality reduction techniques based on multivariate linear decomposition can identify the fundamental modes of variation from muscle network instances, and...

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Bibliographic Details
Main Author: Jun-Ichiro Hirayama
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11025558/
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