A Convolutional Neural Network Accelerator implementation on FPGA, xilinx (xczu7ev-ffvc1156-2-i), The inference of yolov8 took 60ms.
☆568Jul 17, 2025Updated last year
Alternatives and similar repositories for Neural-Network-Accelerator
Users that are interested in Neural-Network-Accelerator are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 复微杯☆17Aug 7, 2024Updated last year
- This is my hobby project with System Verilog to accelerate LeViT Network which contain CNN and Attention layer.☆39Aug 13, 2024Updated last year
- Eyeriss‑V1 CNN Hardware Accelerator (Verilog) fully parametric. This repository contains the complete Verilog implementation of a functio…☆31Apr 7, 2025Updated last year
- A Flexible and Energy Efficient Accelerator For Sparse Convolution Neural Network☆154Jul 22, 2025Updated last year
- IC implementation of Systolic Array for TPU☆367Oct 21, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICTA'21] First Prize Winner of the 2021 DIGILENT Cup, China College Integrated Circuit Competition☆287Apr 1, 2024Updated 2 years ago
- FPGA-based hardware accelerator for Vision Transformer (ViT), with Hybrid-Grained Pipeline.☆151Jan 20, 2025Updated last year
- 网络训练、图像预处理以及部分hend功能是基于pc端实现的,只有主干网络部署在fpga上,片上资源无法支持整个网络所需资源,建议添加外部存储及DDR☆148Jul 20, 2023Updated 3 years ago
- 大三上做的本科毕设,包含BNN的替代梯度训练,verilog电路实现,完成180nm工艺流片。☆26Jun 30, 2025Updated last year
- Convolutional accelerator kernel, target ASIC & FPGA☆257Apr 10, 2023Updated 3 years ago
- 2023集创赛国二。基于脉动阵列写的一个简单的卷积层 加速器,支持yolov3-tiny的第一层卷积层计算,可根据FPGA端DSP资源灵活调整脉动阵列的结构以实现不同的计算效率。☆248Oct 16, 2025Updated 9 months ago
- 在FPGA上面实现一个NPU计算单元。能够执行矩阵运算(ADD/ADDi/ADDs/MULT/MULTi/DOT等)、图像处理运算(CONV/POOL等)、非线性映射(RELU/TANH/SIGM等)。☆321Aug 16, 2018Updated 7 years ago
- FPGA-based SNN Accelerator Toy☆46Apr 17, 2026Updated 3 months ago
- FSA: Fusing FlashAttention within a Single Systolic Array☆190Apr 15, 2026Updated 3 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- You can run it on pynq z1. The repository contains the relevant Verilog code, Vivado configuration and C code for sdk testing. The size o…☆264Mar 24, 2024Updated 2 years ago
- Deploy llama2.c on the OpenLA500 SoC with custom AI accelerator (FPGA)☆22Jun 16, 2026Updated last month
- An AI accelerator implementation with Xilinx FPGA☆91Jan 29, 2025Updated last year
- Efficient FPGA-Based Accelerator for Convolutional Neural Networks☆64Jul 31, 2024Updated last year
- General CNN_Accelerator design.卷积神经网络加速器设计。在PYNQ-Z2、ZCU102 FPGA开发板上实现了卷积池化全连接层等硬件加速计算。☆99May 14, 2026Updated 2 months ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆160Feb 11, 2025Updated last year
- 帮助大家进行FPGA的入门,分享FPGA相关的优秀文 章,优秀项目☆5,579May 15, 2022Updated 4 years ago
- Final Project of Software_Hardware_Co-Design_24Spring. FPGA-based RISC-V+ Convolutional Acceleration Unit.☆22May 7, 2024Updated 2 years ago
- A network slimming-based pruning method for YOLOv8.☆38Jun 10, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference☆177Jun 9, 2023Updated 3 years ago
- IC implementation of TPU☆156Dec 18, 2019Updated 6 years ago
- A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard☆920Jul 29, 2024Updated last year
- 包含了SOC设计中的通用IP,如外设、总线结构、基础、验证等☆148Apr 30, 2026Updated 2 months ago
- ☆156May 4, 2026Updated 2 months ago
- Verilog AXI components for FPGA implementation☆2,097Feb 27, 2025Updated last year
- Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database☆605Feb 19, 2021Updated 5 years ago
- ☆261Apr 8, 2024Updated 2 years ago
- Berkeley's Spatial Array Generator☆1,404Jun 30, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- hardware design of universal NPU(CNN accelerator) for various convolution neural network☆179Mar 5, 2025Updated last year
- ☆22Apr 4, 2024Updated 2 years ago
- 基于Xilinx FPGA的通用型 CNN卷积神经网络加速器,本设计基于KV260板卡,MpSoC架构均可移植☆22Dec 13, 2024Updated last year
- CNN hardware accelerator to accelerate quantized LeNet-5 model☆46Sep 26, 2023Updated 2 years ago
- 一个开源的FPGA神经网络加速器。☆200Sep 4, 2023Updated 2 years ago
- A Custom RISC-V Instruction Extension for SNN and CNN Computation☆35Aug 22, 2024Updated last year
- Hardware accelerator for convolutional neural networks☆76Aug 9, 2022Updated 3 years ago