Defect Tolerant and Energy Economized DSP Plane of a 3-D Heterogeneous SoC

V. Jain, G. Chapman
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引用次数: 7

Abstract

This paper discusses a defect tolerant and energy economized computing array for the DSP plane of a 3D heterogeneous system on a chip. We present the J-platform, which employs coarse-grain VLSI cells with high functionality, performance, and reconfigurability. The advantages of this approach are high performance, small area and low power compared to FPGAs, and greater flexibility over ASICs. Moreover, many of the advanced algorithms, including the independent component analysis, can be systolically mapped to it. The paper discusses these coarse-grain cells in light of a new concept, namely multi-granularity, which simultaneously facilitates defect tolerance and reconfigurability. In particular, it is shown that the multipliers in these J-platform cells can benefit from an innovative block. Called multiplier building block (MBB), it can be used for defect tolerance as well as for configuring larger multipliers, thereby enhancing the yield and computational flexibility. An application example relating to defect tolerant visible sensors is described. We also discuss energy economization through the use of sleep transistor networks and multi-hop communication. The ultimate goal is to build such 3D heterogeneous sensor nodes with integrated processing and communications capability, and with provision for defect tolerance on the sensor plane as well as the multiple processing planes
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三维异构SoC的容错节能DSP平面
本文讨论了一种适用于三维异构系统DSP平面的片上容错节能计算阵列。我们提出了j平台,它采用了具有高功能,高性能和可重构性的粗粒度VLSI单元。与fpga相比,这种方法的优点是高性能、小面积和低功耗,并且比asic具有更大的灵活性。此外,许多先进的算法,包括独立成分分析,可以系统地映射到它。本文从多粒度的新概念来讨论这些粗粒度单元,同时提高了缺陷容忍度和可重构性。特别是,研究表明,这些j平台细胞中的倍增器可以从创新块中受益。它被称为乘数构建块(MBB),可用于缺陷容忍度以及配置更大的乘数,从而提高成品率和计算灵活性。介绍了一种容缺陷可见传感器的应用实例。我们还讨论了通过使用休眠晶体管网络和多跳通信来节约能源。最终目标是构建具有集成处理和通信能力的三维异构传感器节点,并在传感器平面和多个加工平面上提供缺陷容忍度
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