Explore the fundamentals of NeurASP, a cutting-edge neuro-symbolic framework, in this 23-minute video from the Neuro Symbolic Channel. Delve into the innovative approach of connecting an ASP (Answer Set Programming) program to the top of a neural architecture, enabling end-to-end training by allowing gradient flow through the ASP program to neural layers. Gain insights from presenter Chitta Baral of Arizona State University as he provides a comprehensive overview of the framework. Access accompanying slides and the original research paper to deepen your understanding of this exciting development at the intersection of symbolic methods and deep learning, contributing to advancements in artificial intelligence and potential progress towards artificial general intelligence (AGI).
Overview
Syllabus
NeurASP pt 1: Introducing NeurASP
Taught by
Neuro Symbolic