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Synthesis of multi-variate stochastic computing circuits | IEEE Conference Publication | IEEE Xplore

Synthesis of multi-variate stochastic computing circuits

Publisher: IEEE

Abstract:

Stochastic computing (SC) is a promising technique to enhance computing efficiency in terms of area, power, and error tolerance with slight compromise of the accuracy. Th...View more

Abstract:

Stochastic computing (SC) is a promising technique to enhance computing efficiency in terms of area, power, and error tolerance with slight compromise of the accuracy. This paper presents a novel approach to automatic synthesis of an SC circuit from a given arithmetic expression with multiple variables. It first extracts building blocks called iSC kernels from the given expressions and then synthesizes an SC circuit by using the iSC kernels. Experimental results demonstrate the efficiency of the proposed technique in terms of synthesis time and the quality of the generated circuit.
Date of Conference: 23-25 October 2017
Date Added to IEEE Xplore: 14 December 2017
ISBN Information:
Electronic ISSN: 2324-8440
Publisher: IEEE
Conference Location: Abu Dhabi, United Arab Emirates

References

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