2015 · 48 citations · 13 references
EngineeringComputer EngineeringComputer ScienceComputer-aided DesignHardware-software Co-designLow-power DesignData CompressionDigital Image ProcessingDigital Signal ProcessingImage ProcessingLow-power Digital Circuit DesignPower OptimizationAccuracyApproximate ComputingArithmetic CircuitsMultiplier DesignMultipliersPartial ProductsPower ConsumptionPower-efficient Design
Approximate computing is best suited for error resilient applications, such as signal processing and multimedia. Approximate computing reduces accuracy, but it still provides meaningful and faster results with usually lower power consumption, this is particularly attractive for arithmetic circuits. In this paper, a new design approach is proposed to exploit the partitions of partial products using recursive multiplication for compressor-based approximate multipliers. Four multiplier designs are proposed using 4:2 approximate compressors. Extensive simulation results show that the proposed designs achieve significant accuracy improvement together with power and delay reductions compared to previous approximate designs. An image processing application is also presented to show the efficiency of the proposed designs.
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Design and Analysis of Approximate Compressors for Multiplication
Amir Momeni, Jie Han, Paolo Montuschi et al. · IEEE Transactions on Computers · 2014 · 620 citations · Full text
Hamid Reza Mahdiani, Ali-Akbar Ahmadi, S.M. Fakhraie et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2010 · 605 citations