R. Mittmann, S. Magierowski, A. Refaey, E. Ghafar-Zadeh
{"title":"用于移动DNA测序的高速嵌入式事件检测器","authors":"R. Mittmann, S. Magierowski, A. Refaey, E. Ghafar-Zadeh","doi":"10.1109/LSC.2018.8572143","DOIUrl":null,"url":null,"abstract":"DNA sequencing hardware is rapidly evolving into a mobile platform. Hand held technologies are capable of measuring the equivalent of a human genome every hour within a 5 W power window. Rapid event detection, as as a means of feature extraction for downstream processing or rapid pattern classification, is a critical computational function in this domain. The algorithmic and hardware design of an embedded event detector capable of serving in such a capacity is described in this paper. The device achieves a computational efficiency of 5600 MIPS/W while seeking 32 unique signal levels, a performance level capable of processing the equivalent of 1 human genome per hour within a 1 W power budget.","PeriodicalId":254835,"journal":{"name":"2018 IEEE Life Sciences Conference (LSC)","volume":"251 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A High-Speed Embedded Event Detector for Mobile DNA Sequencing\",\"authors\":\"R. Mittmann, S. Magierowski, A. Refaey, E. Ghafar-Zadeh\",\"doi\":\"10.1109/LSC.2018.8572143\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"DNA sequencing hardware is rapidly evolving into a mobile platform. Hand held technologies are capable of measuring the equivalent of a human genome every hour within a 5 W power window. Rapid event detection, as as a means of feature extraction for downstream processing or rapid pattern classification, is a critical computational function in this domain. The algorithmic and hardware design of an embedded event detector capable of serving in such a capacity is described in this paper. The device achieves a computational efficiency of 5600 MIPS/W while seeking 32 unique signal levels, a performance level capable of processing the equivalent of 1 human genome per hour within a 1 W power budget.\",\"PeriodicalId\":254835,\"journal\":{\"name\":\"2018 IEEE Life Sciences Conference (LSC)\",\"volume\":\"251 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE Life Sciences Conference (LSC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/LSC.2018.8572143\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Life Sciences Conference (LSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/LSC.2018.8572143","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A High-Speed Embedded Event Detector for Mobile DNA Sequencing
DNA sequencing hardware is rapidly evolving into a mobile platform. Hand held technologies are capable of measuring the equivalent of a human genome every hour within a 5 W power window. Rapid event detection, as as a means of feature extraction for downstream processing or rapid pattern classification, is a critical computational function in this domain. The algorithmic and hardware design of an embedded event detector capable of serving in such a capacity is described in this paper. The device achieves a computational efficiency of 5600 MIPS/W while seeking 32 unique signal levels, a performance level capable of processing the equivalent of 1 human genome per hour within a 1 W power budget.