Sergiu Duda

CNN using HLS

I am pleased to announce the release of the code for the article “How to Implement a Convolutional Neural Network Using High-Level Synthesis”. Synopsis The previous article discussed three main aspects: The used approach to implement a Convolutional Neural Network (CNN) The elements that I took into account when choosing the neural network architecture The […]

Sergiu Duda

How to Implement a Convolutional Neural Network Using High Level Synthesis

Introduction Deep Learning has taken the world by storm and now has applications in almost every field, from image and speech recognition to medical software, from data analysis to the fine arts. Even though the idea of Deep Learning is not new and the basic principle is pretty straightforward, only recently has it grown in […]