A global and updatable ECG beat classification system based on recurrent neural networks and active learning.
Guijin WangChenshuang ZhangYongpan LiuHuazhong YangDapeng FuHaiqing WangPing ZhangPublished in: Inf. Sci. (2019)
Keyphrases
- recurrent neural networks
- beat classification
- active learning
- ecg signals
- fuzzy expert systems
- neural network
- mit bih arrhythmia database
- feed forward
- higher order statistics
- recurrent networks
- reservoir computing
- feedforward neural networks
- echo state networks
- artificial neural networks
- nonlinear dynamic systems
- signal processing
- neural model
- random sampling
- semi supervised
- learning process
- image processing