Brendan L. West, Jian Zhou, R. Dreslinski, J. Fowlkes, O. Kripfgans, C. Chakrabarti, T. Wenisch
{"title":"Tetris","authors":"Brendan L. West, Jian Zhou, R. Dreslinski, J. Fowlkes, O. Kripfgans, C. Chakrabarti, T. Wenisch","doi":"10.1145/3316781.3317921","DOIUrl":null,"url":null,"abstract":"High volume acquisition rates are imperative for medical ultrasound imaging applications, such as 3D elastography and 3D vector flow imaging. Unfortunately, despite recent algorithmic improvements, high-volume-rate imaging remains computationally infeasible on known platforms.In this paper, we propose TETRIS, a novel hardware accelerator for ultrasound beamforming that enables volume acquisition rates up to the physics limits of acoustic propagation delay. Through algorithmic and hardware optimizations, we enable a streaming system design outclassing previously proposed accelerators in performance while lowering hardware complexity and storage requirements. For a representative imaging task, our proposed system generates physics-limited 13,020 volumes per second in a 2. 5W power budget.CCS CONCEPTS• Hardware → Emerging architectures; 3D integrated circuits.;","PeriodicalId":391209,"journal":{"name":"Proceedings of the 56th Annual Design Automation Conference 2019","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 56th Annual Design Automation Conference 2019","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3316781.3317921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
High volume acquisition rates are imperative for medical ultrasound imaging applications, such as 3D elastography and 3D vector flow imaging. Unfortunately, despite recent algorithmic improvements, high-volume-rate imaging remains computationally infeasible on known platforms.In this paper, we propose TETRIS, a novel hardware accelerator for ultrasound beamforming that enables volume acquisition rates up to the physics limits of acoustic propagation delay. Through algorithmic and hardware optimizations, we enable a streaming system design outclassing previously proposed accelerators in performance while lowering hardware complexity and storage requirements. For a representative imaging task, our proposed system generates physics-limited 13,020 volumes per second in a 2. 5W power budget.CCS CONCEPTS• Hardware → Emerging architectures; 3D integrated circuits.;