Christian Shewmake

Bispectral Neural Networks

2022 · arXiv (Cornell University)

We present a neural network architecture, Bispectral Neural Networks (BNNs) for learning representations that are invariant to the actions of compact commutative groups on the space over which a signal is defined. The model incorporates …