{"data":{"projects":{"edges":[{"node":{"frontmatter":{"title":"Topological Simplification in Predictive Coding Networks","authors":"Adam Shaw, Jiayu Li, Michael Sperling, Michael Kim, Alvin Jin","paper":"https://arxiv.org/abs/2608.02816","code":"https://github.com/jiayuliusc/Topological-Simplification-in-Predictive-Coding-Networks","date":"2026-08-03","venues":[{"name":"Topology, Algebra, and Geometry in Data Science (TAG-DS) 2026","url":"https://www.tagds.com/events/tag-ds-2026","notes":"soon to be published"},{"name":"ICML 2026 Workshop on Weight-Space Symmetries","url":"https://www.weightsymmetry.com/","notes":"non-archival"}]},"html":""}}]}}}