Essays about: "fixed-point datapath"

Found 2 essays containing the words fixed-point datapath.

  1. 1. Mapping quantized convolutional layers on the SiLago platform

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Yue Zhang; [2022]
    Keywords : SiLago; algorithm mapping; quantized neural networks; convolution; SiLago; algoritmkartläggning; kvantiserade neurala nätverk; faltning;

    Abstract : Convolutional neural networks (CNNs) have been utilized in various applications, such as image classification, computer vision, etc. With development, the complexity and computation of CNNs also increase, which requires more memory and resources when deployed on devices, especially embedded systems. READ MORE

  3. 2. Low Cost Floating-Point Extensions to a Fixed-Point SIMD Datapath

    University essay from Datorteknik; Tekniska högskolan

    Author : Gaspar Kolumban; [2013]
    Keywords : ePUMA; floating-point; SIMD; VPE; fixed-point datapath; IEEE 754;

    Abstract : The ePUMA architecture is a novel master-multi-SIMD DSP platform aimed at low-power computing, like for embedded or hand-held devices for example. It is both a configurable and scalable platform, designed for multimedia and communications. READ MORE