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Video s3
    Details
    Poster
    Presenter(s)
    Ioannis Kouretas Headshot
    Display Name
    Ioannis Kouretas
    Affiliation
    Affiliation
    University of Patras
    Country
    Country
    Greece
    Abstract

    In this paper a simplified hardware implementation of a dot product arithmetic operation with constant coefficients is presented. The proposed methodology exploits a combination of distributed arithmetic and common sub expression techniques. An algorithm is introduced for identifying the common sub partial sums systematically. Subsequently, a hardware architecture is proposed and the proposed circuits are synthesized in a 90-nm 1.0~V~CMOS standard-cell library using Synopsys Design Compiler. Comparisons reveal significant reduction of 52\% and 23\% in area and power respectively for 1.5~ns delay over a regular dot product constant multiplier.

    Slides
    • Simplified Hardware Implementation of Memoryless Dot Product for Neural Network Inference (application/pdf)