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The used approach to implement a Convolutional Neural Network (CNN) The elements that I took into account when choosing the neural network architecture ; The specific High-Level Synthesis constructs that helped to achieve the targeted performance. Download. Now you can download the code from GitHub. The GIT repository contains: The CNN ...

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写下本文的时间是 2020 年 4 月份,三年级寒假刚开始,我便为了完成这项工作开始从头学起 Machine Learning 的理论基础,并且在了解过一些开源的 Verilog-CNN 的项目之后,一直存在着一些疑惑,但由于开发 FPGA 的设备都在校园,所以一直没有机会实践证实。

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Cross-language FPGA libraries in DPC++ (provided by Audrey via email) Sector An FPGA tutorial that demonstrates how library code can be incorporated into your DPC++ kernel: RTL libraries, OpenCL* libraries, HLS libraries, and DPC++ libraries. View code on GitHub*

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嵌入式深度学习之神经网络二值化(3)-FPGA实现。之前提到了,二值化神经网络里面特征图的最大维度是128Kbits,对于中低端的FPGA来说,是完全可以放在片上的,所以这里用了Buffer A和Buffer B来缓存每一层的输入和输出特征图,当Buffer A缓存输入时,Buffer B用来缓存卷积之后的输出,然后Buffer B作为 ...

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FPGA Simulation. 2,037 likes · 19 talking about this. A place for people learning about RTL Verification to ask questions and get answers. See more of FPGA Simulation on Facebook.I'm getting into the world of AI and ML in particular and would like to test a few different FPGA-based projects. From my understanding thus far I can already find a model on the web (eg. done in Tensorflow), then use a tool to convert it in a format that is compatible with a CNN IP, finally download bitstream and test it out.

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