Neural Networks as Local-to-Global Computations
arXiv:2603.14831v3 Announce Type: replace-cross
Abstract: We construct a cellular sheaf from any feedforward ReLU neural network by placing one vertex for each intermediate quantity in the forward pass and encoding each computational step – affine tra…