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

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.