simplicial_neural_networks

Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called simplicial complexes.

dmt-signal-processing

Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory

paper-snn-neurips2020tda

LaTeX source code of the paper and poster of the paper Simplicial Neural Networks