Wavelet Spectral Time-Frequency Training of Deep Convolutional Neural Networks for Accurate Identification of Micro-Scale Sharp Wave Biomarkers in the Post-Hypoxic-Ischemic EEG of Preterm Sheep.
Hamid AbbasiAlistair J. GunnCharles P. UnsworthLaura BennetPublished in: EMBC (2020)
Keyphrases
- convolutional neural networks
- wavelet transform
- high quality
- convolutional network
- multiscale
- training set
- multiresolution
- signal processing
- slowly varying
- deep architectures
- denoising
- mass spectrometry
- spinal cord injury
- short time fourier transform
- wavelet packet
- wavelet coefficients
- spectral features
- frequency domain
- deep learning
- healthy subjects
- power spectrum
- clinical trials
- brain computer interface