An Improved Extreme Learning Machine (ELM) Algorithm for Intent Recognition of Transfemoral Amputees With Powered Knee Prosthesis

• Главные авторы: Yao Zhang (Автор), Xu Wang (Автор), Haohua Xiu (Автор), Wei Chen (Автор), Yongxin Ma (Автор), Guowu Wei (Автор), Lei Ren (Автор), Luquan Ren (Автор)
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• Опубликовано: IEEE, 2024-01-01T00:00:00Z.
• Предметы: article
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To overcome the challenges posed by the complex structure and large parameter requirements of existing classification models, the authors propose an improved extreme learning machine (ELM) classifier for human locomotion intent recognition in this study, resulting in enhanced classification accuracy...