{"title":"利用神经网络CMAC分析生物信号","authors":"E. Wilson, J. Lacourse","doi":"10.1109/NEBC.1991.154552","DOIUrl":null,"url":null,"abstract":"The neural network CMAC (Cerebellar Mode Arithmetic Computer) is discussed. CMAC is used as the main control device in an effort to develop a brain-computer link. If a person intends to move his/her eyes up, down, left, or right, it is hypothesized that a distinct electroencephalogram pattern exists for each intended direction. The CMAC could then be trained to recognize these four directional patterns and move a computer cursor correspondingly. Therefore, a severely handicapped person could will the cursor movement on the screen and scroll through menu driven software to control his/her environment.<<ETX>>","PeriodicalId":434209,"journal":{"name":"Proceedings of the 1991 IEEE Seventeenth Annual Northeast Bioengineering Conference","volume":"316 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1991-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Analyzing biological signals with CMAC, a neural network\",\"authors\":\"E. Wilson, J. Lacourse\",\"doi\":\"10.1109/NEBC.1991.154552\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The neural network CMAC (Cerebellar Mode Arithmetic Computer) is discussed. CMAC is used as the main control device in an effort to develop a brain-computer link. If a person intends to move his/her eyes up, down, left, or right, it is hypothesized that a distinct electroencephalogram pattern exists for each intended direction. The CMAC could then be trained to recognize these four directional patterns and move a computer cursor correspondingly. Therefore, a severely handicapped person could will the cursor movement on the screen and scroll through menu driven software to control his/her environment.<<ETX>>\",\"PeriodicalId\":434209,\"journal\":{\"name\":\"Proceedings of the 1991 IEEE Seventeenth Annual Northeast Bioengineering Conference\",\"volume\":\"316 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1991-04-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 1991 IEEE Seventeenth Annual Northeast Bioengineering Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NEBC.1991.154552\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 1991 IEEE Seventeenth Annual Northeast Bioengineering Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NEBC.1991.154552","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analyzing biological signals with CMAC, a neural network
The neural network CMAC (Cerebellar Mode Arithmetic Computer) is discussed. CMAC is used as the main control device in an effort to develop a brain-computer link. If a person intends to move his/her eyes up, down, left, or right, it is hypothesized that a distinct electroencephalogram pattern exists for each intended direction. The CMAC could then be trained to recognize these four directional patterns and move a computer cursor correspondingly. Therefore, a severely handicapped person could will the cursor movement on the screen and scroll through menu driven software to control his/her environment.<>