Chien-An Wang, Sheng-Jui Huang, Yu-Cheng Li, Yi-Chang Lu
{"title":"An FPGA-Based Liquid Association Calculator for Genome-Wide Co-Expression Analysis","authors":"Chien-An Wang, Sheng-Jui Huang, Yu-Cheng Li, Yi-Chang Lu","doi":"10.1109/ICDSP.2018.8631683","DOIUrl":null,"url":null,"abstract":"In this paper, we implement a Liquid Association calculator on an Altera Stratix V FPGA. Using data from high throughput microarrays, the hardware is capable of analyzing whether the presence of a third gene can affect the correlation between the existing two genes. The runtime and power consumption of our FPGA implementation is only 45.5% and 8.14%, respectively, of those required by the GPU version.","PeriodicalId":218806,"journal":{"name":"2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSP.2018.8631683","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, we implement a Liquid Association calculator on an Altera Stratix V FPGA. Using data from high throughput microarrays, the hardware is capable of analyzing whether the presence of a third gene can affect the correlation between the existing two genes. The runtime and power consumption of our FPGA implementation is only 45.5% and 8.14%, respectively, of those required by the GPU version.