基于延迟数据感知检测的简单稳定定时弹性采样

Xuemei Fan, Rujin Wang, Qinghui Zeng, Hao Liu, Shengli Lu
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引用次数: 1

摘要

集成电路的性能和可靠性易受PVTA变化的影响。传统设计保留一定的时间余量,并考虑最坏情况以避免这些副作用。时序弹性电路可以降低时序安全裕度,但代价是能量开销过大和低电压下的不稳定。在本研究中,我们通过扩展以前的工作来开发一个简单的稳定定时弹性样本,以节省相当多的额外功率开销。该示例基于延迟数据感测执行时序错误检测,并在锁存器和数据频闪锁触发器上实现,仅用四个额外的晶体管即可恢复错误。通过设计40纳米工艺的收缩阵列CNN加速器来评估其有效性和效率。仿真结果表明,当电压降至0.57V时,该加速器能够在不影响精度的情况下实现稳定的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Simple Steady Timing Resilient Sample Based on Delay Data Sense Detection
The performance and reliability of integrated circuits are susceptible to PVTA variations. Conventional designs reserve certain timing margin and consider the worst-case to avoid these side effects. Timing resilient circuits can reduce the timing safe margin with the cost of excessive energy overhead and an unsteady state under a low voltage. In this study, we exploit a simple steady timing resilient sample by expanding previous works to save considerable extra power overhead. This sample executes timing errors detection based on the delay data sense detection and is implemented both on latches and data strobe flip-flops to recover errors with merely four extra transistors. The effectiveness and efficiency are evaluated by the design of a systolic array CNN accelerator in the 40-nm process. Simulation results demonstrate that the accelerator can achieve a stable performance without any accuracy loss, with the voltage scaled to 0.57V.
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