Graph Hopfield Networks: Energy-Based Node Classification with Associative Memory

Abinav Rao, Alex Wa, Rishi Athavale

We introduce Graph Hopfield Networks, whose energy function couples associative memory retrieval with graph Laplacian smoothing for node classification. Gradient descent on this jo…