GitHub

Tutorial: Development and Deployment of SNNs on FPGA for Embedded Applications

This tutorial provided a comprehensive walkthrough of our toolchain, designed to streamline the development and deployment of Spiking Neural Networks (SNNs) onto our (unreleased) custom event-based ...
IEEE

Tutorial: CEDR: A Holistic Software and Hardware Design Environment for Hardware Agnostic ...

Abstract: This hands-on tutorial introduces CEDR, an open-source compilation and runtime framework designed to simplify application development and deployment on heterogeneous computing platforms ...
GitHub

FPGA AI Suite Example Designs

This repo contains a set of configured example designs that demonstrate different features of the FPGA AI Suite. The FPGA AI Suite is a collection of tools for efficiently running AI inference on ...
IEEE

Mender-FPGA: An Open Source Framework for FPGA Remote Update for ML Applications

Abstract: The last decade has seen a massive adoption of FPGA devices in various fields like electronics, robotics, machine vision, etc. Over-the-Air (OTA) updates are becoming an important feature ...