Modern Methods in Associative Memory
Everything you need to know about Associative Memories and Hopfield Networks.
What are Hopfield Networks? What are Associative Memories? How do these physics-inspired models relate to main stream machine learning and the modern Deep Learning revolution? How do they help us understand what conventional AI architectures are doing?
This website (unlisted on Google) accompanies our proposal for a tutorial at ICML’25 and will eventually contain all presentation recordings, slides, coding notebooks, suggested exercises, and full chapters for the tutorial content. In the meantime, we provide a sample of the content we can create. We hope that this site will serve as a foundation for a course on Modern Methods in Associative Memory and provide an entry point into this topic for many researchers interested in this area of work.