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Video s3
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    Presenter(s)
    Rodrigo Wuerdig Headshot
    Display Name
    Rodrigo Wuerdig
    Affiliation
    Affiliation
    Universidade Federal do Rio Grande do Sul
    Country
    Author(s)
    Display Name
    Rodrigo Wuerdig
    Affiliation
    Affiliation
    Universidade Federal do Rio Grande do Sul
    Display Name
    Marcos Sartori
    Affiliation
    Affiliation
    Pontifical Catholic University of Rio Grande do Sul
    Display Name
    Brunno Abreu
    Affiliation
    Affiliation
    Universidade Federal do Rio Grande do Sul
    Display Name
    Sergio Bampi
    Affiliation
    Affiliation
    Universidade Federal do Rio Grande do Sul
    Display Name
    Ney Calazans
    Affiliation
    Affiliation
    Pontifical Catholic University of Rio Grande do Sul
    Abstract

    This work explores the use of asynchronous approximate multiply-accumulate (MAC) operators and research ways to alleviate the inherent area overhead of such circuits, while leveraging on its advantages. It analyzes several approximate MAC architectures, with varying error rates and area trade-offs. Several accurate and approximate, synchronous and asynchronous MAC operators are compared. Experiments show it is feasible to decrease the area overhead of the accurate asynchronous MAC from 8.1X down to 1.6X by recurring to approximate multipliers, for varying controlled error rates. The use of asynchronous quasi-delay insensitive (QDI) circuits allows applying extensive voltage scaling to all asynchronous MAC operators. Power and energy per operation can thus be significantly reduced, achieving savings of up to 2.66X in power and 3.17X in energy per operation when compared to the accurate asynchronous MAC.

    Slides
    • Mitigating Asynchronous QDI Drawbacks on MAC Operators with Approximate Multipliers (application/pdf)