Error Immune Logic for Low-Power Probabilistic Computing

被引:6
作者
Marr, Bo [1 ]
George, Jason [1 ]
Degnan, Brian [1 ]
Anderson, David V. [1 ]
Hasler, Paul [1 ]
机构
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
D O I
10.1155/2010/460312
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Two novel theorems are developed which prove that certain logic functions are more robust to errors than others. These theorems are used to construct datapath circuits that give an increased immunity to error over other naive implementations. A link between probabilistic operation and ultra-low energy computing has been shown in prior work. These novel theorems and designs will be used to further improve probabilistic design of ultra-low power datapaths. This culminates in an asynchronous design for the maximum amount of energy savings per a given error rate. Spice simulation results using a commercially available and well-tested 0.25 mu m technology are given verifying the ultra-low power, probabilistic full-adder designs. Further, close to 6X energy savings is achieved for a probabilistic full-adder over the deterministic case.
引用
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页数:9
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