Essays about: "application DSP"

Showing result 1 - 5 of 32 essays containing the words application DSP.

  1. 1. Introducing Machine Learning in a Vectorized Digital Signal Processor

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

    Author : Linnéa Ridderström; [2023]
    Keywords : Digital Signal Processor DSP ; Application-Specific Integrated Circuit ASIC ; Machine Learning; Deep Learning; Convolutional Neural Network CNN ; Very Long Instruction Word VLIM ; Single Instruction Multiple Data SIMD ; Digital Signalprocessor DSP ; Applikation-Specifik Integrerad Krets ASIC ; Maskininlärning; Djupinlärning; Konvolutionella Neurala Nätverk CNN ; Very Long Instruction Word VLIW ; Single Instruction Multiple Data SIMD ;

    Abstract : Machine learning is rapidly being integrated into all areas of society, however, that puts a lot of pressure on resource costraint hardware such as embedded systems. The company Ericsson is gradually integrating machine learning based on neural networks, so-called deep learning, into their radio products. READ MORE

  3. 2. High Level Synthesis for ASIC and FPGA

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

    Author : Malin Heyden; [2023]
    Keywords : HLS; high level synthesis; asic; fpga; catapult; filter; sfir; Technology and Engineering;

    Abstract : This thesis aims to evaluate the performance of Siemens’ High Level Synthesis (HLS) tool Catapult. HLS can be considered the next step up in abstraction level from writing traditional Register Transfer Level (RTL) code which is time consuming and error prone. READ MORE

  4. 3. Acoarse grain reconfigurable memory architecture for linear algebra and deep neural networks

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

    Author : Cyril Armand Koenig; [2022]
    Keywords : ;

    Abstract : Companies and institutions around the world have been working to develop machines with always more computing power. This race has now found its new objective: hexascale computing (with 1018 flops machines). READ MORE

  5. 4. SLAM Hardware & Software optimization for mobile platform integration

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

    Author : Louis Muffang; [2021]
    Keywords : ;

    Abstract : This thesis work will focus on the optimization of a state-of-the-art monocular Visual-Inertial Odometry (VIO) algorithm for real-time application with limited resources on an embedded system. We will be using a multi-processor unit equipped with a Digital Signal Processor (DSP) to accelerate and offload tasks from the CPU. READ MORE

  6. 5. Automatic audio sample finder for music creation : Melodic audio segmentation using DSP and machine learning

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

    Author : David Pituk; [2019]
    Keywords : ;

    Abstract : In the field of audio signal processing, there have always been attempts to cre- ate tools which help musicians by automating processes for music creation or analysis, and the electronic music industry is still playing an important role in the combination of software engineering and music.  In the age of sample based synthesizers and sequencers, creating and using high quality and unique audio sample packages is a crucial part for composing songs. READ MORE