https://github.com/Haleski47/RTL-Implementation-of-Two-Layer-CNN https://github.com/Di5h3z/ECE-564-Convolutional-Neural-Network-Accelerator 具有详细设计的两层 CNN 详细的设计文档: https://github.com/Haleski47/RTL-Implementation-of-Two-Layer-CNN/blob/master/report/Apar%20Bansal%20ECE564%20Pro...
Zynq/FPGA实现CNN手写数字(0-9)识别 main分支,降采样(112×112图像降采样到28×28图像)在PL侧进行; main_ps分支,降采样(112×112图像降采样到28×28图像)在PS侧进行; 基于Verilog与C,开发软件为Vivado 2018.3及Xilinx SDK 2018.3,硬件平台为zynq7010。 效果演示视频:Zynq/FPGA实现CNN手写数字识别_哔哩哔哩_bilib...
VLSI Digital Signal Processing System--Design and Implementation by Keshab 典型的fpga实现可以参考Yufei...
第三届FPGA创新大赛-加速视觉处理小组. Contribute to Thinksky5124/CNNAccelerate development by creating an account on GitHub.
PL包括FPGA,内部具有实现卷积运算的CNN加速器。PaddleLite框架运行在PS,PS通过PaddleLite与在用户空间执行代码的Intel_fpga_sdk交互,Intel_fpga_sdk通过与内核空间执行代码的nnadrv驱动交互,进而控制FPGA计算,接收FPGA状态。 图3 项目运行架构 在模型训练阶段中,基于百度飞浆PaddlePaddle平台,使用PaddleDetection训练CNN模型...
代码：https://github.com/Res2Net/Res2Net-PretrainedModels 3.FPN系列 FPN 题目：Feature Pyramid ...
The reduction part in softmax vulkan implementation is quite naive, no use of any shared memory or subgroup operation. A decent speedup could be expected if we apply these technologies. As softmax is a major time consuming guy inside attention op, we could get much faster stable-diffusion vul...
Convolutional neural networks (CNNs) are to be effective in many application domains, especially in the computer vision area. In order to achieve lower latency CNN processing, and reduce power consumption, developers are experimenting with using FPGAs to
Softmax layer implementation of neural network based on FPGA. Mod. Comput. 2017, 26, 21–24. [Google Scholar] Anderson, J.P. Computer Security Threat Monitoring and Surveillance; Technical Report; James P. Anderson Company: Morganville, NJ, USA, 26 February 1980. [Google Scholar] Weller-...
GitHub repository:https://github.com/alexforencich/verilog-pcie Introduction Collection of PCI express related components. Includes PCIe to AXI and AXI lite bridges and a flexible, high-performance DMA subsystem. Currently supports operation with several FPGA families from Xilinx and Intel. Includes ...