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FPGA 上的 AI“神器”：MathWorks Deep Learning HDL Toolbox

原创 最新推荐文章于 2026-05-30 22:23:59 发布 · 1.2k 阅读 如果你已经在用 MATLAB 做深度学习，那一定知道它的训练和仿真体验非常丝滑。但当模型要真正落地到 FPGA 上时，往往就会卡住：怎么把网络 ...
IEEE

Design Space Exploration for Edge Machine Learning Featured by MathWorks FPGA DL Processor: A Survey

Abstract: This paper proposes a Design Space Exploration for Edge machine learning through the utilization of the novel MathWorks FPGA Deep Learning Processor IP, featured in the HDL Deep Learning ...
eeNews Europe

MathWorks, Altera team on AI for 5G and 6G

MathWorks is working with Altera to allow AI-based autoencoders on FPGAs for 5G and 6G wireless systems. The autoencoders are used to compress Channel State Information (CSI) data and significantly ...
GitHub

Deep Learning Block-Set

The blockset provides a basic set of Simulink blocks for building deep learning models. The Deep Learning Block-Set (DLBS) aims to make deep learning model design, training, and deployment possible ...
GitHub

Flash LiDAR Vehicle Detection with MATLAB Dataset and Deep Learning Benchmarks

This repository provides code and workflows to test several state-of-the-art vehicle detection deep learning algorithms —including YOLOX, SalsaNext, and RandLA-Net— on a Flash Lidar dataset. The ...