Essays about: "Multiplication-avoiding"

Found 1 essay containing the word Multiplication-avoiding.

  1. 1. Sparsity Analysis of Deep Learning Models and Corresponding Accelerator Design on FPGA

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Yantian You; [2016]
    Keywords : Deep machine learning; DBN; CNN; Multiplication-avoiding; FPGA; MNIST;

    Abstract : Machine learning has achieved great success in recent years, especially the deep learning algorithms based on Artificial Neural Network. However, high performance and large memories are needed for these models , which makes them not suitable for IoT device, as IoT devices have limited performance and should be low cost and less energy-consuming. READ MORE