Sökning: "Fpga"

Visar resultat 1 - 5 av 399 uppsatser innehållade ordet Fpga.

  1. 1. Implementation of a Deep Learning Inference Accelerator on the FPGA.

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

    Författare :Shenbagaraman Ramakrishnan; [2020]
    Nyckelord :Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

    Sammanfattning : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. LÄS MER

  2. 2. Hardware acceleration of convolutional neural networks on FPGA

    Uppsats för yrkesexamina på avancerad nivå,

    Författare :Adam Myrén; [2020]
    Nyckelord :Hardware acceleration; Convolutional neural network; Machine learning; FPGA;

    Sammanfattning : With the evolution of machine learning algorithms they are seeing a wider use in traditional signal processing applications. One of these areas is in radios for improved signal identification algorithms. LÄS MER

  3. 3. Implementation of a traffic interceptor for Anybus CompactCom

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

    Författare :Francisco Javier MacOtela Lopez; Javier Gaztelumendi Arriaga; [2020]
    Nyckelord :Technology and Engineering;

    Sammanfattning : The aim of this project is to design and develop a traffic interceptor for the Anybus protocol. This protocol is owned by HMS Industrial networks and its use is intended to enable industrial devices to communicate with any fieldbus or industrial Ethernet network. LÄS MER

  4. 4. FFT Implemention on FPGA for 5G Networks

    Master-uppsats, Linköpings universitet/Datorteknik

    Författare :Vlad Valentin Vasilica; [2019]
    Nyckelord :FFT; OFDMA; Physical design; FPGA; 5G; VHDL; CP-OFDMA; Radix-2; 2048-Point;

    Sammanfattning : The main goal of this thesis will be the design and implementation of a 2048-point FFT on an FPGA through the use of VHDL code.The FFT will use a butterfly Radix-2 architecture with focus on the comparison of the parameters between the system with different Worlengths, Coefficient Wordlengths and Symbol Error rates as well as different modulation types, comparing 64QAM and 256QAM for the 5Gsystem. LÄS MER

  5. 5. A Digits-Recognition Convolutional Neural Network on FPGA

    Master-uppsats, Linköpings universitet/Datorteknik

    Författare :Zhenyu Wang; [2019]
    Nyckelord :;

    Sammanfattning : A convolutional neural network (CNN) is a deep learning framework that is widely used in computer vision. A CNN extracts important features of input images by perform- ing convolution and reduces the parameters in the network by applying pooling operation. LÄS MER