{"title":"A conceptual brain machine interface system","authors":"O. Byron, J. He, J. Hu, J. Si","doi":"10.1109/ICNIC.2005.1499838","DOIUrl":null,"url":null,"abstract":"While even a single bit output can impart a great deal of improvement in quality of life to patients, a richer vocabulary could obviously mean an even greater degree of control. This paper discusses ideas about extending previous results of using a support vector machine (SVM) based brain machine interface (BMI) to include multiple directions and magnitudes. It also investigates the number of neurons needed to create an accurate two direction result.","PeriodicalId":169717,"journal":{"name":"Proceedings. 2005 First International Conference on Neural Interface and Control, 2005.","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. 2005 First International Conference on Neural Interface and Control, 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNIC.2005.1499838","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
While even a single bit output can impart a great deal of improvement in quality of life to patients, a richer vocabulary could obviously mean an even greater degree of control. This paper discusses ideas about extending previous results of using a support vector machine (SVM) based brain machine interface (BMI) to include multiple directions and magnitudes. It also investigates the number of neurons needed to create an accurate two direction result.