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Bimonthly Since 1986 |
ISSN 1004-9037
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Publication Details |
Edited by: Editorial Board of Journal of Data Acquisition and Processing
P.O. Box 2704, Beijing 100190, P.R. China
Sponsored by: Institute of Computing Technology, CAS & China Computer Federation
Undertaken by: Institute of Computing Technology, CAS
Published by: SCIENCE PRESS, BEIJING, CHINA
Distributed by:
China: All Local Post Offices
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05 July 2023, Volume 38 Issue 3
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Abstract
Approximate computing is one in all fine suited green information processing for mistakes resilient applications, such as sign and photograph processing, pc vision, system learning, information mining etc. Approximate computing reduces accuracy which is appropriate as the price of increasing the circuit traits relies upon at the application. Desirable accuracy is the threshold factor for controlling the change off, among accuracy and circuit traits beneath the manipulate of the circuit designer. In this work, the rounding approach is brought as a green technique for controlling this change off. In this regard multiplier circuits as a vital constructing block for computing in maximum of the processors have been taken into consideration for the assessment of the rounding approach efficiency. The effect of the rounding technique is investigated by assessment of circuit traits for 3 multipliers. These 3 multipliers are the traditional Wallace tree accurate multiplier, DRUM [4] the currently proposed approximate multiplier and the rounded primarily based totally approximate multiplier proposed in this work. Simulation outcomes for three selected technologies display good sized development at the circuit traits in phrases of power, area, speed, and electricity for proposed multiplier in assessment with their counterparts. Input information rounding sample and the chance of the repetition for rounded values has been brought as critical gadgets to manipulate the extent of the accuracy for every variety of the information with minimal price at the hardware.
Keyword
Approximate computing, error metrics, Dynamic Range, RTL schematic
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