New Frontiers in Associative Memories

Julia Kempe, Dmitry Krotov, Hilde Kuehne, Daniel Lee, Sara A Solla

Keywords: Associative Memory, Hopfield Networks, LLMs, statistical physics, neuroscience

TL;DR: Collect and unify novel results and perspectives on Associative Memory, which will help to facilitate the development of novel architectures, algorithms, and integration of these modules into modern large scale AI systems and LLMs.

Abstract: This workshop will discuss the latest multidisciplinary developments in Associative Memory. A number of leading researchers in this topic from around the world have already agreed to attend and present their latest results. We anticipate sharing their presentations and outlining future research directions in this emerging field with the rest of the ICLR community.

Submission Number: 63