F. Folowosele, R. J. Vogelstein, R. Etienne-Cummings
{"title":"Real-time silicon implementation of V1 in hierarchical visual information processing","authors":"F. Folowosele, R. J. Vogelstein, R. Etienne-Cummings","doi":"10.1109/BIOCAS.2008.4696904","DOIUrl":null,"url":null,"abstract":"We present a real-time implementation of the V1 stage of the hierarchical model of object recognition in the primate visual cortex with 2400 simple cells and 80 complex cells. This emulation of the visual information processing in the primatepsilas visual cortex has the potential for ultra-fast object recognition that will outperform current, computer vision-based methods.","PeriodicalId":415200,"journal":{"name":"2008 IEEE Biomedical Circuits and Systems Conference","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 IEEE Biomedical Circuits and Systems Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BIOCAS.2008.4696904","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11
Abstract
We present a real-time implementation of the V1 stage of the hierarchical model of object recognition in the primate visual cortex with 2400 simple cells and 80 complex cells. This emulation of the visual information processing in the primatepsilas visual cortex has the potential for ultra-fast object recognition that will outperform current, computer vision-based methods.