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  • 标题:A Comparison of Classification Algorithms for Brain Computer Interface in Drug Craving Treatment
  • 本地全文:下载
  • 作者:M. Mazzoleni ; F. Previdi
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:20
  • 页码:487-492
  • DOI:10.1016/j.ifacol.2015.10.188
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, the use of Brain Computer Interfaces (BCIs) is proposed as a means to recover patients from craving diseases, with the aim of a clinical protocol. In order to understanding the BCI messages, a classification algorithm based on logistic regression has been developed. The choice was dictated by a comparison with other known classification techniques of different reasoning type, highlighting the pros and cons of them. Finally, a result regarding the brain areas which are more involved during the activity is reported.
  • 关键词:KeywordsBrain Computer InterfaceNeural activity Machine LearningPattern Recognition
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