DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.
Huy PhanFernando AndreottiNavin CoorayOliver Y. ChénMaarten De VosPublished in: EMBC (2018)
Keyphrases
- sleep stage
- filter bank
- single channel
- sleep apnea
- subband
- frequency domain
- image coding
- multi channel
- perfect reconstruction
- signal processing
- multiresolution
- multiscale
- pattern recognition
- spatial domain
- eeg signals
- wavelet decomposition
- high frequency
- pattern classification
- neural network
- computationally efficient
- computer vision
- independent component analysis
- natural images
- image classification
- wavelet transform
- feature vectors