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FPGA - AI

12 repositories

DPU on PYNQ

Tcl 235 76 Updated Aug 12, 2025

XJTU-Tripler is based on HiPU100, an FPGA-friendly DNN accelerator, developed by CAG, Institute of AI & Robotics, XJTU.

VHDL 193 45 Updated Jan 10, 2024

使用Verilog实现的CNN模块,可以方便的在FPGA项目中使用

Verilog 577 115 Updated Jun 18, 2018

Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"

HTML 765 294 Updated May 26, 2017

Binarized Convolutional Neural Networks on Software-Programmable FPGAs (FPGA'17)

C 311 112 Updated Nov 16, 2020

Quantized Neural Networks (QNNs) on PYNQ

Jupyter Notebook 701 306 Updated Jan 4, 2022

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

2,045 388 Updated Nov 8, 2025

CNN acceleration on virtex-7 FPGA with verilog HDL

Verilog 467 138 Updated Feb 27, 2018

Python on Zynq FPGA for Convolutional Neural Networks

Jupyter Notebook 625 223 Updated May 15, 2018

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

Python 1,686 663 Updated Dec 22, 2025
Jupyter Notebook 250 114 Updated Oct 13, 2020