映射张量产品到VLSI网络与减少I/O

A. Elnaggar, H. Alnuweiri, M. Ito
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引用次数: 5

摘要

本文提出了一种设计用于实现张量积形式的折叠VLSI网络的方法。在数字信号处理和矩阵算法中,使用张量积可以为大量的计算提供非常有效的表达式。由此产生的网络可以权衡I/O带宽和芯片面积的总时间延迟。主要目标是参数化VLSI架构,使其能够在各种封装限制下实现,包括可用的I/O引脚数量、可用的芯片面积和最大导线长度的某些限制。我们的方法导致折叠VLSI网络具有最佳的AT/sup /权衡,用于数字滤波和多维变换,其中A是VLSI电路(或芯片)的总面积,T是其总时延。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping tensor products onto VLSI networks with reduced I/O
This paper presents a methodology for designing folded VLSI networks for implementing tensor-product forms. Using tensor-products leads to very efficient expressions for a large number of computations in digital signal processing and matrix arithmetic. The resulting networks can trade-off total time delay with I/O bandwidth and chip area. The main goal is to parametrize the VLSI architecture so that it can be implemented under various packaging constraints including the available number of I/O pins, available chip-area, and certain restrictions on maximum wire length. Our methods result in folded VLSI networks with optimal AT/sup 2/ trade-off for digital filtering and multidimensional transforms, where A is the total area of the VLSI circuit (or chip) and T is its total time delay.<>
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