Interpreting the Filters in the First Layer of a Convolutional Neural Network for Sleep Stage Classification.
Gulrukh TurabeeYuan ShenGeorgina CosmaPublished in: UKCI (2019)
Keyphrases
- sleep stage
- convolutional neural network
- sleep apnea
- pattern recognition
- face detection
- classification accuracy
- classification scheme
- neural network
- pattern classification
- edge detection
- feature extraction
- computer vision
- model selection
- support vector machine svm
- machine learning algorithms
- classification process
- decision rules
- classification method
- classification systems
- classification rate
- data sets
- support vector machine
- machine learning
- application layer
- adaptive filtering
- decision trees
- classification models
- class labels
- feature space
- training samples
- text classification
- training set
- image features