Essays about: "DSP"

Showing result 1 - 5 of 163 essays containing the word DSP.

  1. 1. 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

  2. 2. Variable selection for generalized linear mixed model by L1 penalization for predicting clinical parameters of ovarian cancer

    University essay from Lunds universitet/Matematisk statistik

    Author : Lan Hoa Diep; [2021]
    Keywords : Mathematics and Statistics;

    Abstract : The quantity of biomarkers, which are proteins in this case, in ovarian cancer (OC) tumor and immune tissue regions of interest (ROIs) were measured with the new technology Digital Spatial Profiler (DSP). These measurements were used to construct regression models on the biomarkers to predict for two clinical parameters; tumor type (”Type 1” vs ”Type 2”) and the immune infiltration type (”Cavities” vs ”Dispersed”). READ MORE

  3. 3. 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

  4. 4. A Hardware Accelerated Low Power DSP for Recurrent Neural Networks

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

    Author : Allan Andersen; Ilayda Yaman; [2020]
    Keywords : Digital Signal Processor; Hardware Accelerator; Machine Learning; Deep Learning; Recurrent Neural Networks; Gated Recurrent Unit; Technology and Engineering;

    Abstract : Recurrent neural networks (RNNs) have become a dominating player for processing of sequential data such as speech and audio. The reason for this, is the high accuracy that can be achieved with the more complex variants, such as the gated recurrent unit (GRU). READ MORE

  5. 5. Evaluation of Machine Learning Primitives on a Digital Signal Processor

    University essay from Linköpings universitet/Medie- och InformationsteknikLinköpings universitet/Tekniska högskolan

    Author : Vilhelm Engström; [2020]
    Keywords : digital signal processor; DSP; SIMD; data parallelism; machine learning; deep learning; convolutional neural network;

    Abstract : Modern handheld devices rely on specialized hardware for evaluating machine learning algorithms. This thesis investigates the feasibility of using the digital signal processor, a part of the modem of the device, as an alternative to this specialized hardware. READ MORE