发布求助
文献互助 智能选刊 最新文献

2011 IEEE International Conference on Automation and Logistics (ICAL)最新文献

筛选
英文 中文
Discrimination of movement imagery EEG based on AR and SVM 基于AR和SVM的运动图像脑电识别
2011 IEEE International Conference on Automation and Logistics (ICAL) Pub Date : 2011-08-01 DOI: 10.1109/ICAL.2011.6024741
Min Li, Liu Yang, Yi Zhang, Yuan Luo
{"title":"Discrimination of movement imagery EEG based on AR and SVM","authors":"Min Li, Liu Yang, Yi Zhang, Yuan Luo","doi":"10.1109/ICAL.2011.6024741","DOIUrl":"https://doi.org/10.1109/ICAL.2011.6024741","url":null,"abstract":"In the Brain-computer interface, classification and recognition technology plays an important role, especially the EEG classification and recognition for the movement imagery. In this paper, we use a new type of sensors to collect EEG signals. According to imagine the movement of left or right hand to identify two types of thinking, we proposed a new recognition method based on AR(auto-regressive) and SVM (support vector machine). In the identification process uses different kernel functions to classify comparison test. Compared to the traditional method based on support vector machine and Bayes, the correct rate has been greatly improved, and verifies the effectiveness of the method.","PeriodicalId":351518,"journal":{"name":"2011 IEEE International Conference on Automation and Logistics (ICAL)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127277363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信