一种新的近似常数乘法器和HEVC离散余弦变换实例研究

Hasan Azgin, Ercan Kalali, Ilker Hamzaoglu
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引用次数: 1

摘要

近似计算用于容错应用,通过权衡速度,面积和功耗与质量,设计比精确优化硬件设计更快,更小的面积和更低功耗的硬件。常数乘法用于高计算复杂度的容错应用,如视频处理、视频压缩和机器学习。因此,本文提出了一种新的近似常数乘法技术。近似常数乘法器硬件实现了所提出的近似技术,将常数乘法减少为一个较小常数的乘法。所提出的近似常数乘法器用于高效视频编码(HEVC)离散余弦变换(DCT)中的常数乘时,其质量损失可以忽略不计。它减少了面积,降低了功耗,提高了HEVC DCT硬件的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Approximate Constant Multiplier and HEVC Discrete Cosine Transform Case Study
Approximate computing is used for error tolerant applications to design faster, smaller area and lower power consuming hardware than exact optimized hardware designs by trading off speed, area and power consumption with quality. Constant multiplication is used in error tolerant applications with high computational complexity such as video processing, video compression and machine learning. Therefore, in this paper, a novel approximate constant multiplication technique is proposed. Approximate constant multiplier hardware implementing the proposed approximation technique reduces constant multiplication to multiplication with a smaller constant. The proposed approximate constant multiplier causes negligible quality loss when it is used to implement the constant multiplications in High Efficiency Video Coding (HEVC) discrete cosine transform (DCT). It reduces area, reduces power consumption and increases performance of HEVC DCT hardware.
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