Complex-valued unsupervised convolutional neural networks for sleep stage classification.

Junming Zhang Yan Wu

Published in: Comput. Methods Programs Biomed. (2018)

Keyphrases

sleep stage
complex valued
real valued
sleep apnea
convolutional neural networks
classification accuracy

supervised learning
activation function
feature extraction
training set
semi supervised
feature space

recurrent neural networks
pattern recognition
multi valued
neural network
classification algorithm
support vector

feature selection
machine learning
feature vectors
support vector machine
support vector machine svm
support vector regression