Essays about: "FPGA"

Showing result 1 - 5 of 343 essays containing the word FPGA.

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

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

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

    Abstract : 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. READ MORE

  2. 2. Evaluation of high-level synthesis tools for generation of Verilog code from MATLAB based environments

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Carl Bäck; [2020]
    Keywords : HLS; System Generator for DSP; Histogram; Xilinx Zynq UltraScale ; FPGA design workflow; Hardware Description Language Coder; HDL Coder; Field Programmable Gate Arrays; Image processing;

    Abstract : FPGAs are of interest in the signal processing domain as they provide the opportunity to run algorithms at very high speed. One possible use case is to sort incoming data in a measurement system, using e.g. a histogram method. READ MORE

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

    University essay from

    Author : Adam Myrén; [2020]
    Keywords : Hardware acceleration; Convolutional neural network; Machine learning; FPGA;

    Abstract : 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. READ MORE

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

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Francisco Javier MacOtela Lopez; Javier Gaztelumendi Arriaga; [2020]
    Keywords : Technology and Engineering;

    Abstract : 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. READ MORE

  5. 5. Programmable Address Generation Unit for Deep Neural Network Accelerators

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

    Author : Muhammad Jazib Khan; [2020]
    Keywords : Address Generation Unit; Deep Neural Network Accelerators; Very Long Instruction Word; Application Specific Instruction Processor; Hardware-Software Co-design; Adressgenereringsenhet; Deep Neural Network Accelerators; Mycket långt instruktionsord; Applikationsspecifik instruktionsprocessor; Hårdvaruprogramvara Samdesign;

    Abstract : The Convolutional Neural Networks are getting more and more popular due to their applications in revolutionary technologies like Autonomous Driving, Biomedical Imaging, and Natural Language Processing. With this increase in adoption, the complexity of underlying algorithms is also increasing. READ MORE