{"title":"下一代元宇宙基于量子的脑机接口性能分析","authors":"Janne Heilala","doi":"10.54941/ahfe1001002","DOIUrl":null,"url":null,"abstract":"The study discussed observations from 8-electrode brain-control interface (BCI) recordings and investigated its connectomic structure. The subject repeatedly controlled the operating system by concentrating creatively and producing recordable signals. The research problem was to understand recorded psychometric data and prove its validity. Sample observational size (n = 6’825) was selected using clustering sampling from successfully recorded stimulations (N >= 200’000) in a Virtual Reality (VR) development environment. The empirical Structural Equation Model (SEM) was modeled. Through SEM, rotated data was simplified with Factor Analysis (FA). Hypothesis testing reveals distinctions and correlation predictions in non-invasively placed electrodes on the cerebral hemisphere. In conclusion, the β-values of electrodes placed to the right instead predict adverse effects to the left electrodes during processing visual sensory inputs.","PeriodicalId":292077,"journal":{"name":"Intelligent Human Systems Integration (IHSI 2022) Integrating People and Intelligent Systems","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quantum Based Brain-Computer Interface Performance Analysis for Next-Generation Metaverse\",\"authors\":\"Janne Heilala\",\"doi\":\"10.54941/ahfe1001002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The study discussed observations from 8-electrode brain-control interface (BCI) recordings and investigated its connectomic structure. The subject repeatedly controlled the operating system by concentrating creatively and producing recordable signals. The research problem was to understand recorded psychometric data and prove its validity. Sample observational size (n = 6’825) was selected using clustering sampling from successfully recorded stimulations (N >= 200’000) in a Virtual Reality (VR) development environment. The empirical Structural Equation Model (SEM) was modeled. Through SEM, rotated data was simplified with Factor Analysis (FA). Hypothesis testing reveals distinctions and correlation predictions in non-invasively placed electrodes on the cerebral hemisphere. In conclusion, the β-values of electrodes placed to the right instead predict adverse effects to the left electrodes during processing visual sensory inputs.\",\"PeriodicalId\":292077,\"journal\":{\"name\":\"Intelligent Human Systems Integration (IHSI 2022) Integrating People and Intelligent Systems\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Intelligent Human Systems Integration (IHSI 2022) Integrating People and Intelligent Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.54941/ahfe1001002\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Intelligent Human Systems Integration (IHSI 2022) Integrating People and Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1001002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Quantum Based Brain-Computer Interface Performance Analysis for Next-Generation Metaverse
The study discussed observations from 8-electrode brain-control interface (BCI) recordings and investigated its connectomic structure. The subject repeatedly controlled the operating system by concentrating creatively and producing recordable signals. The research problem was to understand recorded psychometric data and prove its validity. Sample observational size (n = 6’825) was selected using clustering sampling from successfully recorded stimulations (N >= 200’000) in a Virtual Reality (VR) development environment. The empirical Structural Equation Model (SEM) was modeled. Through SEM, rotated data was simplified with Factor Analysis (FA). Hypothesis testing reveals distinctions and correlation predictions in non-invasively placed electrodes on the cerebral hemisphere. In conclusion, the β-values of electrodes placed to the right instead predict adverse effects to the left electrodes during processing visual sensory inputs.