Essays about: "application DSP"
Showing result 1 - 5 of 32 essays containing the words application DSP.
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1. Introducing Machine Learning in a Vectorized Digital Signal Processor
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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2. High Level Synthesis for ASIC and FPGA
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : 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
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3. Acoarse grain reconfigurable memory architecture for linear algebra and deep neural networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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4. SLAM Hardware & Software optimization for mobile platform integration
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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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)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