Sökning: "Processor"

Visar resultat 1 - 5 av 545 uppsatser innehållade ordet Processor.

  1. 1. DSP Design With Hardware Accelerator For Convolutional Neural Networks

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Julian Hille; Lucas Santos Ferreira; [2019]
    Nyckelord :CNN; Hardware; Accelerator; DSP; Convolutional; Convolution; Neural; Network; Processor; Tensilica; FIR; Memory; SRAM; Technology and Engineering;

    Sammanfattning : Convolutional Neural Networks impressed the world in 2012 by reaching state-of-the-art accuracy levels in the ImageNet Large Scale Visual Recognition Challenge. The era of machine learning has arrived and with it countless applications varying from autonomous driving to unstructured robotic manipulation. LÄS MER

  2. 2. Acceleration of deep convolutional neural networks on multiprocessor system-on-chip

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för datorteknik

    Författare :Martin Reiche Myrgård; [2019]
    Nyckelord :Neurala nätverk; MPSoC; FPGA; DCNN;

    Sammanfattning : In this master thesis some of the most promising existing frameworks and implementations of deep convolutional neural networks on multiprocessor system-on-chips (MPSoCs) are researched and evaluated. The thesis’ starting point was a previousthesis which evaluated possible deep learning models and frameworks for object detection on infra-red images conducted in the spring of 2018. LÄS MER

  3. 3. Squeezing and Accelerating Neural Networks on Resource Constrained Hardware for Real Time Inference

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Matteo Presutto; [2019]
    Nyckelord :Neural Networks; Quantization; DSP; Inference; neurala nätverk; kvantisering; DSP; inferens;

    Sammanfattning : As the internet user base increases over the years, so do the logistic difficulties of handling higher and higher volumes of data. This large amount of information is now being exploited by Artificial Intelligence algorithms to deliver value to our society on a global scale. LÄS MER

  4. 4. Mapping HW resource usage towards SW performance

    Magister-uppsats, Mälardalens högskola/Akademin för innovation, design och teknik

    Författare :Benjamin Suljevic; [2019]
    Nyckelord :cache memory; hardware resources; software performance; hardware resource mapping;

    Sammanfattning : With the software applications increasing in complexity, description of hardware is becoming increasingly relevant. To ensure the quality of service for specific applications, it is imperative to have an insight into hardware resources. LÄS MER

  5. 5. Full Cycle Cylinder State Estimation in DI Engines with VVA

    Master-uppsats, Linköpings universitet/Fordonssystem

    Författare :Linus Johansson; [2019]
    Nyckelord :VVT; Combustion engine; Thermodynamics; CRB;

    Sammanfattning : Tougher legal demands on pollutions require a better developed understanding of the processes that take place in the cylinder. The thesis contributes with a cylinder model that uses the same set of equations for intake, compression,expansion/combustion and exhaust. LÄS MER