An Efficient Unstructured Sparse Convolutional Neural Network Accelerator for Wearable ECG Classification Device.
Jiahao LuDongsheng LiuXuan ChengLai WeiAng HuXuecheng ZouPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2022)
Keyphrases
- convolutional neural network
- machine learning
- low cost
- support vector
- classification scheme
- benchmark datasets
- image classification
- wearable devices
- data sets
- classification algorithm
- face detection
- feature extraction
- high dimensional
- classification accuracy
- feature selection
- unsupervised learning
- support vector machine svm
- classification method
- automatic classification
- pattern classification
- classification models
- activity recognition
- sparse data
- dictionary learning
- parallel implementation
- training data
- classification rules
- feature space
- augmented reality
- class labels
- training set
- training samples
- text classification