This repository hosts the code for an FPGA based accelerator for convolutional neural networks
☆191Jun 20, 2024Updated 2 years ago
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…☆199Mar 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.☆167Dec 13, 2020Updated 5 years ago
- Deep Learning Accelerator (Convolution Neural Networks)☆200Dec 15, 2017Updated 8 years ago
- A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.☆108Dec 14, 2023Updated 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.
- Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database☆605Feb 19, 2021Updated 5 years ago
- Designing CNN accelerator using a Xilinx FPGA board and comparing performance with CPU.☆21Feb 28, 2021Updated 5 years ago
- Convolutional accelerator kernel, target ASIC & FPGA☆257Apr 10, 2023Updated 3 years ago
- Arrhythmia Detection Using Algorithm and Hardware Co-design for Neural Network Inference Accelerators☆16Jun 5, 2023Updated 3 years ago
- Efficient FPGA-Based Accelerator for Convolutional Neural Networks☆64Jul 31, 2024Updated 2 years ago
- LSTM neural network (verilog)☆16Dec 5, 2018Updated 7 years ago
- 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 6 years ago
- ES-203 Computer Organization & Architecture CNN on FPGA board☆18Feb 23, 2022Updated 4 years ago
- WISHBONE Interconnect☆11Oct 1, 2017Updated 8 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.
- Hardware accelerator for convolutional neural networks☆76Aug 9, 2022Updated 3 years ago
- A DNN Accelerator implemented with RTL.☆71Jan 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☆590Jun 18, 2018Updated 8 years ago
- CNN Accelerator in Frequency Domain☆12Feb 22, 2020Updated 6 years ago
- FPGA/AES/LeNet/VGG16☆109Sep 9, 2018Updated 7 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆65Jul 28, 2021Updated 5 years ago
- 基于HLS的高效深度卷积神经网络FPGA实现方法☆73Jun 11, 2019Updated 7 years ago
- NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.☆390Dec 27, 2023Updated 2 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆84Mar 30, 2023Updated 3 years 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.
- A hardware implementation of CNN, written by Verilog and synthesized on FPGA☆262Dec 29, 2018Updated 7 years ago
- ☆33Jun 8, 2022Updated 4 years ago
- A Reconfigurable Accelerator for Deep Convolutional Neural Networks Implemented by Chisel3.☆29Jul 14, 2021Updated 5 years ago
- FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.☆188Jan 28, 2017Updated 9 years ago
- Deep learning accelerator for convolutional layer (convolution operation) and fully-connected layer(matrix-multiplication).☆20Nov 18, 2018Updated 7 years ago
- FPGA Design of a Spiking Neural Network.☆52May 15, 2024Updated 2 years ago
- Feed-forward neural networks can be trained based on a gradient-descent based backpropagation algorithm. But, these algorithms require mo…☆12Jul 4, 2020Updated 6 years ago
- FPGA☆159Jun 29, 2024Updated 2 years ago
- Convolution Neural Network of vgg19 model in verilog☆50Jan 4, 2018Updated 8 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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
- ☆314Mar 3, 2024Updated 2 years ago
- CNN acceleration on virtex-7 FPGA with verilog HDL☆487Feb 27, 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
- Implementation of CNN using Verilog☆249Oct 13, 2017Updated 8 years ago
- [ICTA'21] First Prize Winner of the 2021 DIGILENT Cup, China College Integrated Circuit Competition☆287Apr 1, 2024Updated 2 years ago
- Convolutional Neural Network RTL-level Design☆86Oct 22, 2021Updated 4 years ago