This repository hosts the code for an FPGA based accelerator for convolutional neural networks
☆186Jun 20, 2024Updated last year
Alternatives and similar repositories for fpga-ml-accelerator
Users that are interested in fpga-ml-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:
- This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Netw…☆197Mar 20, 2024Updated 2 years ago
- CNN-Accelerator based on FPGA developed by verilog HDL.☆48Apr 10, 2020Updated 6 years ago
- Project is about designing a Trained Neural Network on FPGA to classify an Image Input using CNN.☆165Dec 13, 2020Updated 5 years ago
- Deep Learning Accelerator (Convolution Neural Networks)☆199Dec 15, 2017Updated 8 years ago
- A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.☆107Dec 14, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Designing CNN accelerator using a Xilinx FPGA board and comparing performance with CPU.☆21Feb 28, 2021Updated 5 years ago
- Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database☆593Feb 19, 2021Updated 5 years ago
- Arrhythmia Detection Using Algorithm and Hardware Co-design for Neural Network Inference Accelerators☆16Jun 5, 2023Updated 2 years ago
- ES-203 Computer Organization & Architecture CNN on FPGA board☆18Feb 23, 2022Updated 4 years ago
- A hardware implementation of CNN, written by Verilog and synthesized on FPGA☆258Dec 29, 2018Updated 7 years ago
- Efficient FPGA-Based Accelerator for Convolutional Neural Networks☆56Jul 31, 2024Updated last year
- This repository is an excuse to learn about Convolutional Neural Networks by implementing one in FPGA. The main goal is to learn, and to …☆12Jul 12, 2020Updated 5 years ago
- LSTM neural network (verilog)☆16Dec 5, 2018Updated 7 years ago
- WISHBONE Interconnect☆11Oct 1, 2017Updated 8 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.
- Convolutional accelerator kernel, target ASIC & FPGA☆255Apr 10, 2023Updated 3 years ago
- A DNN Accelerator implemented with RTL.☆70Jan 9, 2025Updated last year
- 使用Verilog实现的CNN模块，可以方便的在FPGA项目中使用☆591Jun 18, 2018Updated 7 years ago
- CNN Accelerator in Frequency Domain☆12Feb 22, 2020Updated 6 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆63Jul 28, 2021Updated 4 years ago
- Hardware accelerator for convolutional neural networks☆71Aug 9, 2022Updated 3 years ago
- FPGA/AES/LeNet/VGG16☆108Sep 9, 2018Updated 7 years ago
- This repository contains lectures designed for an introduction to RISC-v and it's capabilities.☆11Sep 19, 2025Updated 7 months ago
- ☆31Jun 8, 2022Updated 3 years ago
- 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.
- NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.☆387Dec 27, 2023Updated 2 years ago
- 基于HLS的高效深度卷积神经网络FPGA实现方法☆73Jun 11, 2019Updated 6 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆78Mar 30, 2023Updated 3 years ago
- A Reconfigurable Accelerator for Deep Convolutional Neural Networks Implemented by Chisel3.☆29Jul 14, 2021Updated 4 years ago
- FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.☆187Jan 28, 2017Updated 9 years ago
- EE 272B - VLSI Design Project☆15Jun 24, 2021Updated 4 years ago
- Deep learning accelerator for convolutional layer (convolution operation) and fully-connected layer(matrix-multiplication).☆20Nov 18, 2018Updated 7 years ago
- An FPGA design for simulating biological neurons☆17Jul 5, 2024Updated last year
- Feed-forward neural networks can be trained based on a gradient-descent based backpropagation algorithm. But, these algorithms require mo…☆12Jul 4, 2020Updated 5 years ago
- 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.
- FPGA Design of a Spiking Neural Network.☆49May 15, 2024Updated last year
- A SystemVerilog implementation of Row-Stationary dataflow and Hierarchical Mesh Network-on-Chip Architecture based on Eyeriss CNN Acceler…☆184Dec 14, 2019Updated 6 years ago
- FPGA☆160Jun 29, 2024Updated last year
- Convolution Neural Network of vgg19 model in verilog☆50Jan 4, 2018Updated 8 years ago
- This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.☆788Dec 10, 2019Updated 6 years ago
- ☆309Mar 3, 2024Updated 2 years ago
- CNN acceleration on virtex-7 FPGA with verilog HDL☆481Feb 27, 2018Updated 8 years ago