Navigating features: a topologically informed chart of electromyographic features space - Githubissues

retact / paper-survey

Survey of previous research and related works on EMG prosthetic hands.

https://ps.retact.net/

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Navigating features: a topologically informed chart of electromyographic features space #36

Closed retact closed 3 years ago

retact commented 3 years ago

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746577/

retact commented 3 years ago

https://github.com/retact/paper-survey/blob/main/survey/Feature-Extraction/2021-05-18%20Navigating%20features:%20a%20topologically%20informed%20chart%20of%20electromyographic%20features%20space.md

EMGの特徴量58個を３つのデータセットにおいて、トポロジカルな手法を用いてサブグループを探索してこのグループに基づいたクラス分類可能性、ロバスト性、複雑性などについて分類しそれぞれの特徴量抽出の評価について紹介している。