A high-performance low-power asynchronous matrix-vector multiplier for discrete cosine transform

Kyeounsoo Kim, P. Beerel
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引用次数: 4

Abstract

This paper proposes a high-performance low-power asynchronous architecture for matrix-vector multipliers of a constant matrix by a vector which are typically used in discrete cosine transform (DCT) and inverse discrete cosine transform (IDCT) applications. The architecture takes advantage of the statistics of DCT and IDCT data that suggest that the input data have mostly zero or small values. It avoids unnecessary arithmetic operations by quickly terminating multiplication by zero and significantly reduces power and delay when operating on a small-valued data by adaptively controlling effective word lengths using fine-grain bit-partitioning and speculative completion sensing.
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用于离散余弦变换的高性能低功耗异步矩阵矢量乘法器
针对离散余弦变换(DCT)和反离散余弦变换(IDCT)中常用的常数矩阵乘向量乘子算法,提出了一种高性能的低功耗异步结构。该体系结构利用了DCT和IDCT数据的统计数据,这些数据表明输入数据大多为零或小值。它通过快速终止与零的乘法来避免不必要的算术运算,并通过使用细粒度位分区和推测补全感知自适应控制有效字长来显著降低操作小值数据时的功耗和延迟。
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