This repository contains the source code for our paper: Simulation of Graph Algorithms with Looped Transformers. It includes the network implementations used to simulate the following graph algorithms ...

Uses Tarjan's strongly-connected-components algorithm to find self-referential loops in the codebase. When file A references B, B references C, and C references A -- that is an autocatalytic set. A ...

Abstract: The human brain is thought to be an interconnected network. In network analysis of the human brain, one of the most concerned issue is how to measure the altered directed connectivity ...