ELC-ECG: Efficient LSTM Cell for ECG Classification Based on Quantized Architecture.
Seyed Ahmad MirsalariNajmeh NazariSeyed Ali AnsarmohammadiSima SinaeiMostafa E. SalehiMasoud DaneshtalabPublished in: ISCAS (2021)
Keyphrases
- ecg signals
- heart rate variability
- monitoring system
- mit bih arrhythmia database
- decision trees
- classification accuracy
- feature selection
- automatic classification
- pattern recognition
- support vector machine svm
- image classification
- classification algorithm
- text classification
- machine learning
- feature vectors
- beat classification
- support vector machine
- management system
- supervised learning
- real time
- feature space
- classification models
- classification method
- feature extraction
- classification process
- automatic recognition
- support vector
- data mining
- preprocessing
- unsupervised learning
- correct classification
- data sets
- classification rate
- image processing
- benchmark datasets
- machine learning algorithms
- training set
- query processing