The landscape of emerging applications has been continually widening, encompassing various data-intensive applications like artificial intelligence, machine learning, secure encryption, Internet-of-Things, etc. A sustainable approach toward creating dedicated hardware platforms that can cater to multiple applications often requires the underlying hardware to context-switch or support more than one context simultaneously. This paper presents a context-switching and dual-context memory based on the standard 8T SRAM bit-cell. Specifically, we exploit the availability of multi-VT transistors by selectively choosing the read-port transistors of the 8T SRAM cell to be either high-VT or low-VT. The 8T SRAM cell is thus augmented to store ROM data (represented as the VT of the transistors constituting the read-port) while simultaneously storing RAM data. Further, we propose specific sensing methodologies such that the memory array can support RAM-only or ROM-only mode (context-switching (CS) mode) or RAM and ROM mode simultaneously (dual-context (DC) mode). Extensive Monte-Carlo simulations have verified the robustness of our proposed ROM-augmented CS/DC memory on the Globalfoundries 22nm-FDX technology node.
翻译:不断扩大新兴应用领域,包括人工智能、机器学习、安全加密、物联网等各种数据密集型应用。创建专门的硬件平台以应对多种应用的可持续方法往往需要底层硬件上下文切换或支持多个上下文。本文介绍了一种基于标准8T SRAM位单元的上下文切换和双上下文存储器。具体来说,我们利用多VT晶体管的可用性,通过选择8T SRAM单元的读取端晶体管为高VT或低VT,从而增强了8T SRAM单元以存储ROM数据(用组成读取端的晶体管的VT表示)同时存储RAM数据。此外,我们提出了特定的感测方法,使存储器阵列可以支持仅RAM模式或仅ROM模式(上下文切换(CS)模式)或同时支持RAM和ROM模式(双上下文(DC)模式)。广泛的Monte-Carlo模拟验证了我们提出的ROM增强CS / DC存储器在Globalfoundries 22nm-FDX技术节点上的鲁棒性。