ECG Classification using Binary CNN on RRAM Crossbar with Nonidealities-Aware Training, Readout Compensation and CWT Preprocessing.
Tiancheng CaoZhongyi ZhangWang Ling GohChen LiuYao ZhuYuan GaoPublished in: BioCAS (2023)
Keyphrases
- preprocessing
- supervised learning
- training set
- feature extraction
- training samples
- training phase
- classification scheme
- support vector
- machine learning
- pattern recognition
- training process
- preprocessing phase
- multi layer perceptron
- classification accuracy
- decision trees
- classification performances
- classification algorithm
- classification models
- active learning
- binary classifiers
- preprocessing steps
- model selection
- training examples
- classification method
- scheduling algorithm
- wavelet transform
- multi class
- support vector machine
- preprocessing stage
- feature vectors
- feature space
- multi class svm