Essays about: "hardware accelerator"

Showing result 11 - 15 of 63 essays containing the words hardware accelerator.

  1. 11. Analyzing the latency overheads of acceleration in heterogeneous systems

    University essay from Mälardalens högskola/Inbyggda system

    Author : Nihad Ferhatović; [2021]
    Keywords : ;

    Abstract : Importance of low-latency heterogeneous systems in today’s world is immeasurable, which was proven in the last few years especially with the appearance of pandemic Covid-19 by forcing us to use online streaming technologies. By tackling more complex tasks and problems, algorithms require computational power that often exceeds the capabilities of pieces of technology used for computational tasks. READ MORE

  3. 12. A Study on Efficient Memory Utilization in Machine Learning and Memory Intensive Systems

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

    Author : Jones Emmanuel; [2021]
    Keywords : Memory; Machine Learning; Hardware accelerator; Power; PULPissimo; Technology and Engineering;

    Abstract : As neural networks find more and more practical applications targeted for edge devices, the implementation of energy-efficient architectures is becoming very crucial. Despite the advancements in process technology, power and performance of memories remain to be a bottleneck for most computing platforms. READ MORE

  4. 13. Coordinate conversion for the Hough transform

    University essay from Uppsala universitet/Högenergifysik

    Author : Edvin Eriksson; [2021]
    Keywords : particle accelerator; coordinate transformation; hough transform; uppsala; bachelor thesis; kandidatarbete; uppsala; fysik;

    Abstract : This thesis attempts to develop a conversion algorithm between local coordinates in constituent detector modules and global coordinates encompassing the whole detector structure in a generic detector. The thesis is a part of preparatory work for studying the Hough Transform as a means of track reconstruction in the level-1 hardware trigger in the upgraded trigger and data acquisition (TDAQ) system in the phase 2 upgrade of the ATLAS detector at CERN. READ MORE

  5. 14. Transformation Techniques to Facilitate Hardware Acceleration of Workloads

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Oscar Manuel Castro Otárola; [2021]
    Keywords : ;

    Abstract : There are many hardware and software techniques to decrease the execution time in a high workload computation program. The software techniques do not require extra hardware and could be a cheaper and easier solution. READ MORE

  6. 15. 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