The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through real-time handwritten digits input and MNIST test data set to verify the correctness and accuracy of the system.
☆11Sep 30, 2020Updated 5 years ago
Alternatives and similar repositories for FPGA-CNN-Accelerator
Users that are interested in FPGA-CNN-Accelerator are comparing it to the libraries listed below
Sorting:
- A Fix-pointed Rudimentary CNN Convolution Accelerator☆16Oct 7, 2020Updated 5 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 5 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☆18Dec 13, 2024Updated last year
- A generic Convolutional Neural Network (CNN) Accelerator (CNNA) for FPGA☆28Nov 5, 2021Updated 4 years ago
- Sparse CNN Accelerator targeting Intel FPGA☆12Aug 26, 2021Updated 4 years ago
- Arrhythmia Detection Using Algorithm and Hardware Co-design for Neural Network Inference Accelerators☆16Jun 5, 2023Updated 2 years ago
- Efficient FPGA-Based Accelerator for Convolutional Neural Networks☆49Jul 31, 2024Updated last year
- ☆32Mar 31, 2025Updated 11 months ago
- Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]☆34Dec 12, 2021Updated 4 years ago
- A model predictive control based voltage source inverter☆11Jan 11, 2020Updated 6 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆34Oct 4, 2023Updated 2 years ago
- ☆35Mar 1, 2019Updated 7 years ago
- ☆10Jan 22, 2023Updated 3 years ago
- Versions of hybrid pso algorithms for engineering optimization☆10Dec 21, 2017Updated 8 years ago
- Implementation of YOLOv3-tiny + Depthwise Separable Convolution on FPGA☆33Mar 2, 2022Updated 4 years ago
- This project implements a convolution kernel based on vivado HLS on zcu104☆36Mar 15, 2020Updated 5 years ago
- Ultra High Performance AXI4-based Direct Memory Access (DMA) Controller. This project was an interview assignment. Work in Progress.☆13Oct 19, 2024Updated last year
- To predict the air quality index using meterological data using machine learning algorithms and LSTM(Long Short Term Memory)☆10Oct 3, 2019Updated 6 years ago
- This is project for image segmentation based on Spiking Neural Network☆10May 7, 2016Updated 9 years ago
- This submission demonstrates modeling and simulation of a Two-Zone MVDC electric ship in Simscape Electrical, and considers modeling con…☆10Dec 14, 2022Updated 3 years ago
- training SNN with Resume algorithm☆10Nov 15, 2019Updated 6 years ago
- yolov5-acceleration-fpga☆10Jun 25, 2025Updated 8 months ago
- LeNet-5 use c achieve☆13Jan 10, 2020Updated 6 years ago
- Code for reproducing the results from "CrAM: A Compression-Aware Minimizer" accepted at ICLR 2023☆10Mar 1, 2023Updated 3 years ago
- ☆11Aug 2, 2023Updated 2 years ago
- ☆11Jan 20, 2023Updated 3 years ago
- ☆12Mar 12, 2022Updated 3 years ago
- This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model archite…☆51Jan 12, 2026Updated last month
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- paper <<Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation>> python implementation☆10Mar 27, 2018Updated 7 years ago
- ☆14Oct 18, 2023Updated 2 years ago
- This repository contains MATLAB code for simulating an adaptive Model Predictive Control (MPC) based obstacle avoidance system for an ego…☆17Mar 31, 2024Updated last year
- codes for TGRS paper: Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast☆12Jul 25, 2020Updated 5 years ago
- K. Chi, Y. Yuan, and Q. Wang*, “Trinity-Net: Gradient-Guided Swin Transformer-Based Remote Sensing Image Dehazing and Beyond,” IEEE Trans…☆11Jan 31, 2023Updated 3 years ago
- RTL code for the DPU chip designed for irregular graphs☆13May 30, 2022Updated 3 years ago
- CNN simd based accelerator using Vitis HLS☆11Jul 15, 2022Updated 3 years ago
- Average-Reward Reinforcement Learning with Trust Region Methods☆11Oct 17, 2022Updated 3 years ago
- Using LSTM RNN to forecast time series; includes sine wave, electrocardiogram and ad impression forecasting☆11Aug 26, 2016Updated 9 years ago
- ☆14Jun 22, 2022Updated 3 years ago