{"title":"基于ssvep的脑机接口的用户培训要素","authors":"A. Szalowski, D. Picovici","doi":"10.1109/ISSC.2019.8904935","DOIUrl":null,"url":null,"abstract":"The paper investigates the element of training and potential advantages it can offer BCI systems operation using visual stimulation method referred to as Steady-State Visual Evoked Potential (SSVEP). The stimulus is presented in the form of black and white checkerboard displayed by a 12.9” tablet screen. The results of one trained user are compared against twelve untrained counterparts. Only 41.6 % of the untrained users could successfully operate BCI system. The trained user produced signals with amplitude values 2x higher on average compared to the untrained users.","PeriodicalId":312808,"journal":{"name":"2019 30th Irish Signals and Systems Conference (ISSC)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The element of user training for SSVEP-based BCI\",\"authors\":\"A. Szalowski, D. Picovici\",\"doi\":\"10.1109/ISSC.2019.8904935\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper investigates the element of training and potential advantages it can offer BCI systems operation using visual stimulation method referred to as Steady-State Visual Evoked Potential (SSVEP). The stimulus is presented in the form of black and white checkerboard displayed by a 12.9” tablet screen. The results of one trained user are compared against twelve untrained counterparts. Only 41.6 % of the untrained users could successfully operate BCI system. The trained user produced signals with amplitude values 2x higher on average compared to the untrained users.\",\"PeriodicalId\":312808,\"journal\":{\"name\":\"2019 30th Irish Signals and Systems Conference (ISSC)\",\"volume\":\"80 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 30th Irish Signals and Systems Conference (ISSC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISSC.2019.8904935\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 30th Irish Signals and Systems Conference (ISSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISSC.2019.8904935","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The paper investigates the element of training and potential advantages it can offer BCI systems operation using visual stimulation method referred to as Steady-State Visual Evoked Potential (SSVEP). The stimulus is presented in the form of black and white checkerboard displayed by a 12.9” tablet screen. The results of one trained user are compared against twelve untrained counterparts. Only 41.6 % of the untrained users could successfully operate BCI system. The trained user produced signals with amplitude values 2x higher on average compared to the untrained users.
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