A review of crosstalk polymorphic circuits and their scalability

Md Arif Iqbal , Srinivas Rahul Sapireddy , Sumanth Dasari , Kazi Asifuzzaman , Mostafizur Rahman
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Abstract

Using a control variable, the functionality of Polymorphic circuits can be modified, making them adaptable and useful for reconfiguring circuit behavior — all the way from gate level to system level. State-of-the art polymorphic circuits are based on custom non-linear circuit design or emerging devices such as ambipolar FET, configurable magnetic devices etc. While some of these approaches are inefficient in performance, others involve exotic devices. The Crosstalk computing based polymorphic circuits offer a fresh perspective. In Crosstalk, the interconnect interference between nanoscale metal lines is intentionally engineered to exhibit the programmable Boolean logic behavior. This approach relies on the coupling between metal lines and not on the transistors for computing, resulting in better scalability, security by obscurity, and fault tolerance by reconfiguration. Our novel approach is backed by the mathematical formulation that conveys the rationale to generalize and achieve a wide variety of polymorphic circuits. Our experiments, including design, simulation, and Power Performance Area (PPA) characterization results indicate that crosstalk circuits provide significant improvement in transistor count (about 3x), switching energy (2x), and speed (1.5x) for polymorphic logic circuits. In the best-case scenario, the transistor count reduction is 5x. This paper presents Crosstalk computing’s fundamentals, polymorphism and the scalability aspects to compete/co-exist with CMOS for digital logic implementations below 10 nm. Our scalability study uses Open Source 7 nm PDK, considers all process variation aspects and accommodates worst-case scenarios. The study results for various benchmark circuits show that the Crosstalk technology is a viable alternative to CMOS for digital logic implementations below 10 nm, having 48% density, 57% power, and 10% performance gains over equivalent CMOS counterparts. Finally, we compare Crosstalk Polymorphic Circuit design technique with similar approaches described in related works and discuss its features and constraints.

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串扰多态电路及其可扩展性综述
利用控制变量,可以修改多态电路的功能,使其适应性强,有助于重新配置电路行为--从门级到系统级。最先进的多态电路基于定制非线性电路设计或新兴器件,如伏极场效应晶体管、可配置磁性器件等。其中一些方法性能效率不高,而另一些方法则涉及奇特的器件。基于串扰计算的多态电路提供了一个全新的视角。在串扰计算中,纳米级金属线之间的互连干扰被有意设计为可编程布尔逻辑行为。这种方法依靠金属线之间的耦合而不是晶体管进行计算,因此具有更好的可扩展性、隐蔽安全性和通过重新配置实现的容错性。我们的新方法以数学公式为支撑,传达了概括和实现各种多态电路的原理。我们的实验,包括设计、仿真和功率性能面积(PPA)表征结果表明,串扰电路显著改善了多态逻辑电路的晶体管数量(约 3 倍)、开关能量(2 倍)和速度(1.5 倍)。在最佳情况下,晶体管数量减少了 5 倍。本文介绍了串扰计算的基本原理、多态性和可扩展性方面的内容,以便在 10 纳米以下的数字逻辑实现中与 CMOS 竞争/共存。我们的可扩展性研究使用开源 7 纳米 PDK,考虑了所有工艺变化方面,并考虑了最坏情况。对各种基准电路的研究结果表明,在 10 纳米以下的数字逻辑实现中,串扰技术是 CMOS 的可行替代方案,与同等的 CMOS 相比,密度提高了 48%,功耗降低了 57%,性能提高了 10%。最后,我们将串行多态电路设计技术与相关著作中描述的类似方法进行了比较,并讨论了其特点和限制因素。
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