全自旋电子FPGA的结构与电路设计

Stephen M. Williams, Mingjie Lin
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引用次数: 6

摘要

可重构逻辑器件,如FPGA,已被公认为是尖端器件技术的驱动者。在过去的五年中,人们对利用CMOS技术结合新兴的自旋电子器件构建新型FPGA器件进行了广泛的研究。不幸的是,尽管自旋电子器件技术承诺了理想的特性,如无挥发性和高面积密度,但其相对较慢的开关速度使得将其用作CMOS晶体管的替代产品相当具有挑战性。因此,为了充分发挥自旋电子器件的性能优势,必须开发用于构建高性能FPGA器件的电路和体系结构的创新设计技术。在本文中,我们旨在通过fpga的创新电路和架构设计技术,充分利用新的基于自旋的器件技术的优势。具体来说,我们利用称为mCell的域壁逻辑器件的独特特性来实现与NAND-NOR逻辑的直接映射,从而创建了基于lut的CMOS可重构逻辑的高通量非易失性替代方案。为了从经验上验证我们的方法,我们进行了广泛的HSpice电路模拟。我们的仿真结果表明,对于类似的逻辑容量,与CMOS NAND-NOR FPGA设计相比,带有mCell器件的NAND-NOR FPGA设计在所有指标上都优于NAND-NOR FPGA设计。我们不仅将平均延迟降低了约17%,而且还将不同逻辑块配置之间的路径延迟差异提高了约59%,这可以通过在配置之间提供更一致的延迟来减轻FPGA时序分析CAD工具的负担。为了判断我们的mCell FPGA在实际应用中的性能,我们针对MCNC和VTR基准套件对基于Stratix IV lut的FPGA进行了测量。我们基于mccell的FPGA器件与基于CMOS lutt的FPGA设计相比具有相当的竞争力,在MCNC基准测试中平均减少了26%和64%的延迟和面积,在VTR基准测试中分别减少了13%和55%。
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Architecture and Circuit Design of an All-Spintronic FPGA
Reconfigurable logic device, such as FPGA, has been well-known to be the driver of cutting-edge device technology. In the last five years, there have been extensive studies on constructing novel FPGA devices using CMOS technology combined with emerging spin- tronic devices. Unfortunately, although spintronic device technol- ogy promises desirable features such as non-volatility and high area density, its relatively slow switching speed makes it quite chal- lenging to use them as drop-in replacements for CMOS transistors. As such, to fully unlock the performance benefits of spintronic de- vices, it is imperative to develop innovative design techniques of circuit and architecture that are custom-made for building high- performance FPGA devices. In this paper, we aim at fully extracting the benefits of new spin-based device technology through innovative circuit and architecture design techniques for FPGAs. Specifically, we exploit the unique characteristics of a domain-wall logic device called the mCell to achieve a direct mapping to NAND-NOR logic and in doing so create a high-throughput non-volatile alternative to LUT-based CMOS reconfigurable logic. To empirically validate our approach, we have performed extensive HSpice circuit simulations. Our simulation results have shown that, for a similar logic capacity, the NAND-NOR FPGA design with mCell devices excels across all metrics when compared to the CMOS NAND-NOR FPGA design. Not only do we reduce average delay by about 17%, but we also improve path delay variance between different logic block configurations by about 59%, which can ease the burden on the FPGA timing analysis CAD tools by having more consistent delay between configurations. To judge the performance of our mCell FPGA in practical applications, we measured it against the Stratix IV LUT-based FPGA for the MCNC and VTR benchmark suites. Our mCell-based FPGA devices prove to be quite competitive against the CMOS LUT-based FPGA design, on average reducing delay and area by approximately 26% and 64% for the MCNC benchmark, and 13% and 55% for the VTR benchmark respectively.
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Architecture and Circuit Design of an All-Spintronic FPGA Session details: Session 6: High Level Synthesis 2 A FPGA Friendly Approximate Computing Framework with Hybrid Neural Networks: (Abstract Only) Software/Hardware Co-design for Multichannel Scheduling in IEEE 802.11p MLME: (Abstract Only) Session details: Special Session: Deep Learning
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