使用Verilog实现的CNN模块,可以方便的在FPGA项目中使用. Contribute to wxdbb0/CNN-FPGA development by creating an account on GitHub.
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...
FPGA CNN FPGA implementation of Cellular Neural Network (CNN) Initialization CNN CNN.v is Top-level design with initialization for A, B, I template SixteenbySixteen.java generates Verilog code for 16x16 layer module sixteenbysixteen.v Default CornerDetection Other available templates in here Instru...
比如这本书亲测有效VLSI Digital Signal Processing System--Design and Implementationby Keshab典型的fpga...
话不多说先贴项目代码的地址：https://github.com/WalkerLau/Accelerating-CNN-with-FPGAgithub.com...
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...
This sophisticated amalgamation represents a robust implementation within the framework of license plate detection. Model results We used two metrics to quantify the results of the CNN OCR model: Precision and Recall. Precision is the ratio of the number of positive samples (TP) predicted by the ...
Table 5 shows the implementation results on FPGA. Table 5. FPGA implementation result. To test the performance of the proposed CNN accelerator, we accelerated a quantized YOLOv5n model for inference. For this purpose, we have developed a microcode-based CNN controller circuit that allows for ...
Section 2 consists of a brief survey of the use of FPGA devices to accelerate CNN algorithms. In Section 3, an overview of the CloudScout CNN model is given. Section 4 describes the proposed hardware architecture, while its implementation and characterization on a Zynq Ultrascale+ ZCU106 ...
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 ...