The Analysis and Classify of Sleep Stage Using Deep Learning Network from Single-Channel EEG Signal
暂无分享,去创建一个
Wei Wang | Songyun Xie | Yabing Li | Xinzhou Xie | Xu Duan | Xinzhou Xie | Yabing Li | Songyun Xie | Xu Duan | Wei Wang
[1] A. Rechtschaffen,et al. A manual of standardized terminology, technique and scoring system for sleep stages of human subjects , 1968 .
[2] Alberto Guillén,et al. Symbolic representation of the EEG for sleep stage classification , 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.
[3] Max E Valentinuzzi,et al. 50 years a biomedical engineer remembering a long and fascinating journey , 2012, BioMedical Engineering OnLine.
[4] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[5] Marina Ronzhina,et al. Sleep scoring using artificial neural networks. , 2012, Sleep medicine reviews.
[6] Jürgen Schmidhuber,et al. Deep learning in neural networks: An overview , 2014, Neural Networks.
[7] Ah Chung Tsoi,et al. Face recognition: a convolutional neural-network approach , 1997, IEEE Trans. Neural Networks.
[8] Yi Li,et al. Convolutional Neural Networks for No-Reference Image Quality Assessment , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[9] Natheer Khasawneh,et al. Automated sleep stage identification system based on time-frequency analysis of a single EEG channel and random forest classifier , 2012, Comput. Methods Programs Biomed..
[10] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[11] Aeilko H. Zwinderman,et al. Analysis of a sleep-dependent neuronal feedback loop: the slow-wave microcontinuity of the EEG , 2000, IEEE Transactions on Biomedical Engineering.
[12] Karim Jerbi,et al. Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines , 2015, Journal of Neuroscience Methods.
[13] Tara N. Sainath,et al. FUNDAMENTAL TECHNOLOGIES IN MODERN SPEECH RECOGNITION Digital Object Identifier 10.1109/MSP.2012.2205597 , 2012 .
[14] Shing-Tai Pan,et al. A transition-constrained discrete hidden Markov model for automatic sleep staging , 2012, Biomedical engineering online.
[15] Miad Faezipour,et al. Sleep Stage Classification Using EEG Signal Analysis: A Comprehensive Survey and New Investigation , 2016, Entropy.
[16] Mohammed Imamul Hassan Bhuiyan,et al. Automatic classification of sleep stages from single-channel electroencephalogram , 2015, 2015 Annual IEEE India Conference (INDICON).
[17] H. Schulz,et al. Phasic or transient? Comment on the terminology of the AASM manual for the scoring of sleep and associated events. , 2007, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.