Classification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG Signals
暂无分享,去创建一个
Bedy Purnama | Mamoru Kubo | Mohammad Reza Faisal | Fatma Indriani | Kunti Robiatul Mahmudah | Ngoc Giang Nguyen | Mera Kartika Delimayanti | Kenji Satou | K. Satou | Ngoc Nguyen | M. Faisal | Bedy Purnama | Mamoru Kubo | Fatma Indriani
[1] Yan Li,et al. Analysis and Classification of Sleep Stages Based on Difference Visibility Graphs From a Single-Channel EEG Signal , 2014, IEEE Journal of Biomedical and Health Informatics.
[2] Alice J. Kozakevicius,et al. Sleep Stages Classification Using Spectral Based Statistical Moments as Features , 2018, RITA.
[3] W. Freeman,et al. Spatial EEG patterns, non-linear dynamics and perception: the neo-sherringtonian view , 1985, Brain Research Reviews.
[4] Marina Ronzhina,et al. Sleep scoring using artificial neural networks. , 2012, Sleep medicine reviews.
[5] Amjed S. Al-Fahoum,et al. Methods of EEG Signal Features Extraction Using Linear Analysis in Frequency and Time-Frequency Domains , 2014, ISRN neuroscience.
[6] U Rajendra Acharya,et al. A Deep Learning Model for Automated Sleep Stages Classification Using PSG Signals , 2019, International journal of environmental research and public health.
[7] R. Stickgold,et al. Sleep, memory, and plasticity. , 2006, Annual review of psychology.
[8] Miad Faezipour,et al. Sleep Stage Classification Using EEG Signal Analysis: A Comprehensive Survey and New Investigation , 2016, Entropy.
[9] Diego Álvarez-Estévez,et al. Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings , 2011, IEEE Transactions on Biomedical Engineering.
[10] Nitesh V. Chawla,et al. SMOTE: Synthetic Minority Over-sampling Technique , 2002, J. Artif. Intell. Res..
[11] Michel Boivin,et al. Associations between sleep duration patterns and behavioral/cognitive functioning at school entry. , 2007, Sleep.
[12] Sheng-Fu Liang,et al. Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models , 2012, IEEE Transactions on Instrumentation and Measurement.
[13] Yan Shen,et al. Sleep staging algorithm based on multichannel data adding and multifeature screening , 2019, Comput. Methods Programs Biomed..
[14] Tingxi Wen,et al. Effective and extensible feature extraction method using genetic algorithm-based frequency-domain feature search for epileptic EEG multiclassification , 2017, Medicine.
[15] D. Rapoport,et al. Interobserver agreement among sleep scorers from different centers in a large dataset. , 2000, Sleep.
[16] J. Hobson. Sleep is of the brain, by the brain and for the brain , 2005, Nature.
[17] Chin-Teng Lin,et al. Knowledge-based identification of sleep stages based on two forehead electroencephalogram channels , 2014, Front. Neurosci..
[18] J. Born,et al. Boosting slow oscillations during sleep potentiates memory , 2006, Nature.
[19] Abdulhamit Subasi,et al. A decision support system for automated identification of sleep stages from single-channel EEG signals , 2017, Knowl. Based Syst..