{"title":"CAPE-VLSI实现的一种收缩处理器阵列:架构、设计与测试","authors":"N. D. Hemkumar, K. Kota, Joseph R. Cavallaro","doi":"10.1109/UGIM.1991.148123","DOIUrl":null,"url":null,"abstract":"The singular value decomposition (SVD) is an important matrix factorization used in a variety of applications. The SVD exhibits better numerical stability due to the insensitivity to ill-conditioning or rank deficiency of matrices. However, the SVD is computationally intensive. The CORDIC array processor element (CAPE) is a single chip VLSI implementation of a processor element for the Brent-Luk-VanLoan systolic array which computes the SVD of a real matrix. The array utilizes CORDIC (coordinate rotation digital computer) arithmetic to perform the vector rotations and inverse tangent calculations in hardware. A six-chip prototype of the processor has been implemented as TinyChips using the MOSIS fabrication service. Experienced gain from designing the prototype helped in the design of integrated single-chip version. The chip has been implemented on a 5600*6900 mu die in a 2 mu n-well scalable CMOS process.<<ETX>>","PeriodicalId":163406,"journal":{"name":"Proceedings Ninth Biennial University/Government/Industry Microelectronics Symposium","volume":"57 4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1991-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"CAPE-VLSI implementation of a systolic processor array: architecture, design and testing\",\"authors\":\"N. D. Hemkumar, K. Kota, Joseph R. Cavallaro\",\"doi\":\"10.1109/UGIM.1991.148123\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The singular value decomposition (SVD) is an important matrix factorization used in a variety of applications. The SVD exhibits better numerical stability due to the insensitivity to ill-conditioning or rank deficiency of matrices. However, the SVD is computationally intensive. The CORDIC array processor element (CAPE) is a single chip VLSI implementation of a processor element for the Brent-Luk-VanLoan systolic array which computes the SVD of a real matrix. The array utilizes CORDIC (coordinate rotation digital computer) arithmetic to perform the vector rotations and inverse tangent calculations in hardware. A six-chip prototype of the processor has been implemented as TinyChips using the MOSIS fabrication service. Experienced gain from designing the prototype helped in the design of integrated single-chip version. The chip has been implemented on a 5600*6900 mu die in a 2 mu n-well scalable CMOS process.<<ETX>>\",\"PeriodicalId\":163406,\"journal\":{\"name\":\"Proceedings Ninth Biennial University/Government/Industry Microelectronics Symposium\",\"volume\":\"57 4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1991-06-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings Ninth Biennial University/Government/Industry Microelectronics Symposium\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UGIM.1991.148123\",\"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 Ninth Biennial University/Government/Industry Microelectronics Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UGIM.1991.148123","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
CAPE-VLSI implementation of a systolic processor array: architecture, design and testing
The singular value decomposition (SVD) is an important matrix factorization used in a variety of applications. The SVD exhibits better numerical stability due to the insensitivity to ill-conditioning or rank deficiency of matrices. However, the SVD is computationally intensive. The CORDIC array processor element (CAPE) is a single chip VLSI implementation of a processor element for the Brent-Luk-VanLoan systolic array which computes the SVD of a real matrix. The array utilizes CORDIC (coordinate rotation digital computer) arithmetic to perform the vector rotations and inverse tangent calculations in hardware. A six-chip prototype of the processor has been implemented as TinyChips using the MOSIS fabrication service. Experienced gain from designing the prototype helped in the design of integrated single-chip version. The chip has been implemented on a 5600*6900 mu die in a 2 mu n-well scalable CMOS process.<>