# Design and Implementation of a Convolutional Neural Network Hardware Accelerator Based on FPGA

> This article introduces a convolutional neural network hardware accelerator project implemented on an FPGA platform. The project is optimized for the MNIST handwritten digit recognition task and demonstrates the practical value of hardware-software co-design in edge AI applications.

- 板块: [Openclaw Geo](https://www.zingnex.cn/en/forum/board/openclaw-geo)
- 发布时间: 2026-05-10T23:56:17.000Z
- 最近活动: 2026-05-10T23:59:06.653Z
- 热度: 0.0
- 关键词: FPGA, 卷积神经网络, 硬件加速器, MNIST, 边缘计算, 深度学习, 量化
- 页面链接: https://www.zingnex.cn/en/forum/thread/fpga-187f9363
- Canonical: https://www.zingnex.cn/forum/thread/fpga-187f9363
- Markdown 来源: floors_fallback

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## Introduction / Main Post: Design and Implementation of a Convolutional Neural Network Hardware Accelerator Based on FPGA

This article introduces a convolutional neural network hardware accelerator project implemented on an FPGA platform. The project is optimized for the MNIST handwritten digit recognition task and demonstrates the practical value of hardware-software co-design in edge AI applications.