The bit-serial systolic back-projection engine (BSSBPE)

R. Bayford
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引用次数: 3

Abstract

The author presents a machine designed with a two-phase approach. First, the selection of an efficient algorithm, based on the quality of the final image and on the computational efficiency, is undertaken. Second, the algorithm is realized in hardware which incorporates efficient array processing structures, with the aim of creating regular repeated structures. The design is based on the S.Y. Kung and C.E. Leiserson (1978) approach, although certain elements of the architecture deviate from a true systolic architecture. These include bidirectional communication, which allows other image processing operations to be performed. The bit-serial machine is designed to perform the image reconstruction operation known as back-projection. The machine offers significant speed improvement over the general-purpose pipeline architectures used at present.<>
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位串行收缩反投影引擎(BSSBPE)
作者提出了一种采用两阶段方法设计的机器。首先,根据最终图像的质量和计算效率选择一种有效的算法。其次,采用高效的阵列处理结构在硬件上实现算法,以生成规则的重复结构为目标。该设计是基于S.Y. Kung和C.E. Leiserson(1978)的方法,尽管建筑的某些元素偏离了真正的收缩结构。这些包括双向通信,它允许执行其他图像处理操作。位串行机设计用于执行称为反投影的图像重建操作。与目前使用的通用流水线结构相比,该机器提供了显著的速度改进
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Design of run-time fault-tolerant arrays of self-checking processing elements Domain flow and streaming architectures A fault-tolerant two-dimensional sorting network Algorithmic mapping of neural network models onto parallel SIMD machines The bit-serial systolic back-projection engine (BSSBPE)
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