Essays about: "Winograd"

Found 3 essays containing the word Winograd.

1. 1. The Winograd Convolution Method

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Alexander Wallén Kiessling; Viktor Svalstedt; [2023]
   Keywords : Convolution; Winograd; FFT;

   Abstract : The convolution operation is a powerful tool which is widely used in many disciplines.Lately is has seen much use in the area of computer vision, particularly with convolutionalneural networks. For these use cases, convolutions need to be run repeatedly many timeswhich necessitates specialized hardware. READ MORE

3. 2. An Embedded System for Classification and Dirt Detection on Surgical Instruments

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

   Author : Guðmundur Hallgrímsson; [2019]
   Keywords : Neural Network; CNN; FPGA; PetaLinux; Winograd; High-level Synthesis; Neuralt nätverk; Faltade neurala nätverk; FPGA; PetaLinux; Winograd; Hög-nivå syntes;

   Abstract : The need for automation in healthcare has been rising steadily in recent years, both to increase efficiency and for freeing educated workers from repetitive, menial, or even dangerous tasks. This thesis investigates the implementation of two pre-determined and pre-trained convolutional neural networks on an FPGA for the classification and dirt detection of surgical instruments in a robotics application. READ MORE

4. 3. Algorithms for Large Matrix Multiplications : Assessment of Strassen's Algorithm

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Björn Johansson; Emil Österberg; [2018]
   Keywords : Strassen; Matrix multiplication; Precision; Complexity; Strassen; Matrismultiplikation; Precision; Komplexitet;

   Abstract : 1968 var Strassens algoritm en av de stora genombrotten inom matrisanalyser. I denna rapport kommer teorin av Volker Strassens algoritm för matrismultiplikationer tillsammans med teorier om precisioner att presenteras. READ MORE