Channel selection and feature extraction on deep EEG classification using metaheuristic and Welch PSD
Author:
Funder
Karabük Üniversitesi
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-022-07413-0.pdf
Reference43 articles.
1. Agrawal P, Abutarboush HF, Ganesh T, Mohamed AW (2021) Metaheuristic algorithms on feature selection: a survey of one decade of research (2009–2019). IEEE Access 9:26766–26791
2. Ahern GL, Schwartz GE (1985) Differential lateralization for positive and negative emotion in the human brain: EEG spectral analysis. Neuropsychologia 23(6):745–755
3. Alweshah M, Alkhalaileh S, Albashish D, Mafarja M, Bsoul Q, Dorgham O (2021) A hybrid mine blast algorithm for feature selection problems. Soft Comput 25(1):517–534
4. Bello R, Gomez Y, Nowe A, Garcia MM (2007) Two-step particle swarm optimization to solve the feature selection problem. In: Seventh international conference on intelligent systems design and applications (ISDA 2007). IEEE, pp 691–696
5. Bos DO et al (2006) EEG-based emotion recognition. Influ Visual Audit Stimuli 56(3):1–17
Cited by 4 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. Multi-Domain Based Dynamic Graph Representation Learning for EEG Emotion Recognition;IEEE Journal of Biomedical and Health Informatics;2024-09
2. A systematic literature review of emotion recognition using EEG signals;Cognitive Systems Research;2023-12
3. Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory;Physiological Measurement;2023-06-01
4. A Siamese Network Fusion Time-Frequency Domain Features for Mental Workload Level Identification;2022 4th International Conference on Intelligent Information Processing (IIP);2022-10
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