Author

J. Nicholls

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#machine learning Preprint Oct 2026

Clifford Sheaf Neural Networks

We introduce the Clifford Sheaf Neural Network (CSNN), an equivariant sheaf neural network for geometric graphs that places a Clifford algebra on each stalk of a cellular sheaf and transports multivector features along edges. The canonical choice of restriction map for sheaves with algebra-valued stalks is algebra homo...

Kotaro Kamiya, J. Nicholls · 0 citations