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How to Accelerate an Image Upscaling CNN on FPGA Using HLS

The process of generating a higher resolution image from a low resolution image, requires identifying the missing pixels. This filling-in of the “pixel gaps” has

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Iuliana Leuștean August 23, 2021 1 Comment

OFC – Open-source Framework for Co-emulation using PYNQ

This article is a summary of the paper “Open-Source Framework for Co-Emulation using PYNQ” which was presented at the DVCon U.S. 2021 Conference. Table of

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Ioana Catalina Cristea March 5, 2021 2 Comments

How to Implement a Convolutional Neural Network Using High Level Synthesis

Introduction Deep Learning has taken the world by storm and now has applications in almost every field, from image and speech recognition to medical software,

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Sergiu Duda December 14, 2018 46 Comments
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