Improved Network and Training Scheme for Cross-Trial Surface Electromyography (sEMG)-Based Gesture Recognition

To enhance the performance of surface electromyography (sEMG)-based gesture recognition, we propose a novel network-agnostic two-stage training scheme, called <i>sEMGPoseMIM</i>, that produces trial-invariant representations to be aligned with corresponding hand movements via cross-modal knowledge d...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Qingfeng Dai, Yongkang Wong, Mohan Kankanhali, Xiangdong Li, Weidong Geng
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2023-09-01
Цуврал:	Bioengineering
Нөхцлүүд:	surface electrography (sEMG) deep learning gesture recognition mutual information knowledge distillation
Онлайн хандалт:	https://www.mdpi.com/2306-5354/10/9/1101
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!