Optimizing RNNs for EMG Signal Classification: A Novel Strategy Using Grey Wolf Optimization

Accurate classification of electromyographic (EMG) signals is vital in biomedical applications. This study evaluates different architectures of recurrent neural networks for the classification of EMG signals associated with five movements of the right upper extremity. A Butterworth filter was implem...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Marcos Aviles, José Manuel Alvarez-Alvarado, Jose-Billerman Robles-Ocampo , Perla Yazmín Sevilla-Camacho , Juvenal Rodríguez-Reséndiz
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2024-01-01
Цуврал:	Bioengineering
Нөхцлүүд:	RNN GRU LSTM bidirectional recurrent neural networks GWO metaheuristic algorithms
Онлайн хандалт:	https://www.mdpi.com/2306-5354/11/1/77
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!