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精度可重构的近似加法器设计
Design of Approximate Adder With Reconfigurable Accuracy
| 作者 | Aalelai Vendhan · Syed Ershad Ahmed · S. Gurunarayanan |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 三元近似加法器 分割技术 可重构技术 功耗延迟积 图像处理 |
语言:
中文摘要
加法器等算术电路是图像处理应用的基础组件。本文提出分段技术设计三值近似加法器,将整个加法器链分段以降低延迟。针对需要可调精度的应用,采用分治法在分段近似加法器中融入重构技术,动态优化精度实现高效计算。提出算法计算N-trit精度可重构加法器的准确度和硬件复杂度。所提6-trit加法器与文献最佳设计相比功耗降低63%、延迟降低69%。通过重构方法逐步提升精度,达到精确加法器精度的同时改善功率延迟积。图像混合应用验证了所提加法器性能。
English Abstract
Arithmetic circuits such as adders are fundamental components in implementing image processing applications. Since these applications are error-tolerant, the adders can be approximated to improve their PDP (Power-Delay-Product) metric while maintaining accuracy within tolerance limits. This paper proposes a segmentation technique to design ternary approximate adders, where the entire adder chain is split into segments, with the intent to reduce the delay. Next, for applications that require tunable accuracy, we incorporate a reconfiguration technique in the segmented approximate adders, using a divide-and-conquer methodology that dynamically optimizes the approximate adder’s accuracy, leading to efficient computation. Also, an algorithm was proposed to compute accuracy and hardware complexity in an N-trit accuracy reconfigurable adder. The proposed methodology was validated using an approximate 6-trit adder on its power consumption and delay performance metrics. Compared with the best design in literature, the proposed approximate 6-trit adder exhibits 63% lesser power consumption and 69% lesser delay. The proposed approximate 6-trit adder accuracy was progressively enhanced through the reconfigurable method. After a few reconfiguration stages, the proposed adder matched the accuracy of an exact 6-trit adder while achieving an improved power-delay product (PDP). Finally, the proposed 6-trit adders were validated by using them in the image-blending application.
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SunView 深度解读
该可重构加法器技术可应用于阳光电源FPGA和DSP芯片设计。阳光储能变流器和逆变器的数字控制芯片需要高效算术运算单元,该近似计算技术可降低功耗和延迟。阳光可在ST系列产品的边缘AI加速器中采用该技术,优化图像识别和数据处理算法,提升控制器计算效率,降低芯片成本和功耗。