New ECG Compression Method for Portable ECG Monitoring System Merged with Binary Convolutional Auto-Encoder and Residual Error Compensation

In the past few years, deep learning-based electrocardiogram (ECG) compression methods have achieved high-ratio compression by reducing hidden nodes. However, this reduction can result in severe information loss, which will lead to poor quality of the reconstructed signal. To overcome this problem,...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Jiguang Shi, Fei Wang, Moran Qin, Aiyun Chen, Wenhan Liu, Jin He, Hao Wang, Sheng Chang, Qijun Huang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2022-07-01
Edice:	Biosensors
Témata:	binary convolutional auto-encoder (BCAE) residual error compensation (REC) electrocardiogram (ECG) signal compression portable ECG monitoring system
On-line přístup:	https://www.mdpi.com/2079-6374/12/7/524
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!