Multiclass EEG signal classification utilizing Rényi min-entropy-based feature selection from wavelet packet transformation
Author:
Publisher
Springer Science and Business Media LLC
Subject
Cognitive Neuroscience,Computer Science Applications,Neurology
Link
http://link.springer.com/content/pdf/10.1186/s40708-020-00108-y.pdf
Reference46 articles.
1. Rahman MA, Uddin MS, Ahmad M (2019) Modeling and classification of voluntary and imagery movements for brain–computer interface from fNIR and EEG signals through convolutional neural network. Health Inf Sci Syst 7:22. https://doi.org/10.1007/s13755-019-0081-5
2. Rahman MA, Rashid MA, Ahmad M (2019) Selecting the optimal conditions of Savitzky-Golay filter for fNIRS signal. Biocyberne Biomed Eng 39(3):624–637. https://doi.org/10.1016/j.bbe.2019.06.004
3. Nicolas-Alonso LF, Gomez-Gil J (2012) Brain computer interfaces, a review. Sensors 12:1211–1279
4. Rahman MA, Hossain MK, Khanam F, Alam MK, Ahmad M (2019) Four-class motor imagery EEG signal classification using PCA, wavelet, and two-stage neural network. Int J Adv Comput Sci Appl 10:5. https://doi.org/10.14569/ijacsa.2019.0100562
5. Weibo Y, Qiu S, Qi H, Zhang L, Wan B, Ming D (2013) EEG feature comparison and classification of simple and compound limb motor imagery. J NeuroEng Rehabil 10:106. https://doi.org/10.1186/1743-0003-10-106
Cited by 31 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Emotions Recognition Based on Physiological Signals Using Machine Learning Techniques;2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS);2023-11-01
2. STOW-Net: Spatio-Temporal Operation Based Deep Learning Network for Classifying Wavelet Transformed Motor Imagery EEG Signals;TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON);2023-10-31
3. Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals;Brain Informatics;2023-09-09
4. SeriesSleepNet: an EEG time series model with partial data augmentation for automatic sleep stage scoring;Frontiers in Physiology;2023-08-28
5. An overview of methods of left and right foot motor imagery based on Tikhonov regularisation common spatial pattern;Medical & Biological Engineering & Computing;2023-01-18
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3