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Design of one-dimensional systolic-array systems for linear state equations

机译:线性状态方程的一维脉动阵列系统设计

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To solve linear state equations, a two-dimensional systolic-array system has been proposed. For the same purpose, various kinds of one-dimensional arrays have been designed and discussed by the authors. The linear systolic-array system with first-in-first-out (FIFO) queues can be designed by applying double projections from the three-dimensional dependence graph (DG). As the array thus designed needs processors with multifunction operations and various input/output requirements, tag control bits are incorporated, and so make the overall computation more efficient. Furthermore, a linear systolic-array system with content addressable memory (CAM) is designed which can use the advantage of matrix sparseness to reduce the overall computation time. A partition scheme for the linear systolic-array system is also proposed to match the limitation of the pin number and the chip area. Finally, the cost and performance of all the class of systolic-array systems for solving linear state equations are illustrated.
机译:为了求解线性状态方程,已经提出了二维脉动阵列系统。为了相同的目的,作者设计并讨论了各种一维数组。可以通过应用三维依赖图(DG)的两次投影来设计具有先进先出(FIFO)队列的线性脉动阵列系统。由于这样设计的阵列需要具有多功能操作和各种输入/输出要求的处理器,因此合并了标签控制位,从而使整体计算更加有效。此外,设计了具有内容可寻址存储器(CAM)的线性脉动阵列系统,该系统可以利用矩阵稀疏的优势来减少总体计算时间。还提出了线性脉动阵列系统的分区方案,以匹配引脚数和芯片面积的限制。最后,说明了用于解线性状态方程的所有类脉动阵列系统的成本和性能。

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