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https://blog.csdn.net/MmikerR/article/details/106469344

-vgg-simple-fpga-

基于VGG Simple手写体数字识别的研究与FPGA实现

2022cian

accelerating-cnn-with-fpga

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

accelerating-quantized-cnn-inference-on-fpga

Accelerating-Quantized-CNN-Inference-on-FPGA(RTL)

accelerating_standard_and_modified_aes128

Accelerating the AES algorithm on an FPGA and comparing the speedup with both AES and Modified AES algorithms

alexnet

Benchmarking execution time of AlexNet CNN on FPGA and GPU. Developed AlexNet in opencl.

alexnet-fpga-implementation

This repository contains all the parameters you need to synthesize the AlexNet by using Vivado High Level Synthesis.

annotated_deep_learning_paper_implementations

代码逐行注释

apfp

论文：Fast Arbitrary Precision Floating Point on FPGA

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

bundle

FPGA-accelerated array computing

char-rnn

论文：Recurrent Neural Networks Hardware Implementation on FPGA

cnn-fpga

论文：Fixed-Point Convolutional Neural Network for Real-Time Video Processing in FPGA

cnn-fpga-1

Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database

cnn_hardware_acclerator_for_fpga

This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Networks on FPGAs

cnnaccelerate

第三届FPGA创新大赛-加速视觉处理小组

course-lab_finn

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

depthwiseconv-hls

使用HLS设计一个可分卷积（High Level Synthesis）模块，以在FPGA上对其进行加速。

ee599_yihaowang_7410178057

EE599 Accelerated Computing on FPGA

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

fpga

帮助大家进行FPGA的入门，分享FPGA相关的优秀文章，优秀项目

fpga-accelerator-demos

some interesting demos for starters

fpga-proj

FPGA project

fpga_accelerator_yolov3tiny

硕士论文

fpga_based_multicore_cache_simuator

Cache-accel: FPGA Accelerated Multi-Core Cache Simulator

fpga_caffe

论文：Caffeinated FPGAs: FPGA Framework For Convolutional Neural Networks

fpga_neural_network_acceleration

This system accelerates a neural network made to recognize handwritten digits from an original time per sample of 200ms by 300x to a time of 0.66ms per sample.

fpgamemcached

FPGA-accelerated distributed flash-based memcached