Eye-Blink Artifact Removal from EEG Signal using Machine Learning and De-noising Techniques
暂无分享,去创建一个
[1] Ajay Kumar Maddirala,et al. Eye-blink artifact removal from single channel EEG with k-means and SSA , 2021, Scientific Reports.
[2] Salim Çınar,et al. Design of an automatic hybrid system for removal of eye-blink artifacts from EEG recordings , 2021, Biomed. Signal Process. Control..
[3] Jiuwen Cao,et al. Unsupervised Eye Blink Artifact Detection From EEG With Gaussian Mixture Model , 2021, IEEE Journal of Biomedical and Health Informatics.
[4] Mohiuddin Ahmed,et al. The k-means Algorithm: A Comprehensive Survey and Performance Evaluation , 2020, Electronics.
[5] Rajdeep Ghosh,et al. Automatic EEG eyeblink artefact identification and removal technique using independent component analysis in combination with support vector machines and denoising autoencoder , 2020, IET Signal Process..
[6] Rajdeep Ghosh,et al. Automatic Eyeblink Artifact Removal From EEG Signal Using Wavelet Transform With Heuristically Optimized Threshold , 2020, IEEE Journal of Biomedical and Health Informatics.
[7] R. S. Ponmagal,et al. Automatic detection and classification of EEG artifacts using fuzzy kernel SVM and wavelet ICA (WICA) , 2020, Soft Computing.
[8] Vijanth S. Asirvadam,et al. FastEMD-CCA algorithm for unsupervised and fast removal of eyeblink artifacts from electroencephalogram , 2020, Biomed. Signal Process. Control..
[9] Rajdeep Ghosh,et al. Automated eye blink artefact removal from EEG using support vector machine and autoencoder , 2019, IET Signal Process..
[10] Gui-Bin Bian,et al. Removal of Artifacts from EEG Signals: A Review , 2019, Sensors.
[11] Gabriel Rilling,et al. On empirical mode decomposition and its algorithms , 2003 .
[12] James V. Stone. Independent component analysis: an introduction , 2002, Trends in Cognitive Sciences.
[13] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[14] Stéphane Mallat,et al. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..
[15] Poonam Sheoran,et al. A New Method for Automatic Electrooculogram and Eye Blink Artifacts Correction of EEG Signals using CCA and NAPCT , 2020 .
[16] Klaus-Robert Müller,et al. Descriptor : Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset , 2018 .
[17] Bashir I. Morshed,et al. Unsupervised Eye Blink Artifact Denoising of EEG Data with Modified Multiscale Sample Entropy, Kurtosis, and Wavelet-ICA , 2015, IEEE Journal of Biomedical and Health Informatics.