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Implementation to solve singular value decomposition of large matrix size in FPGAs
Pages: 68-72
Year: Issue:  6
Journal: Electronic Measurement Technology

Keyword:  singular value decompositionpipeline;
Abstract: 提出了一种在FPGA中实现大矩阵奇异值分解的方法.主要思想是通过有限状态机进行控制,复用流水线CORDIC计算模块.这种方法极大地节省了FPGA的面积资源,并且增加了算法求解的时间并行度.计算256阶实对称矩阵的奇异值仅占用3601个ALUT,运行时间仅为95.28 ms.
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