Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Papillon, S., Sanborn, S., Hajij, M., Miolane, N.

Topological Neural Networks (TNNs) extend deep learning to signals on topological domains, enabling the representation of complex systems like proteins and neural activity. This review provides a unified mathematical introduction to TNNs and their latest advancements.