Partition of Unity Neural Networks for Interpretable Classification with Explicit Class Regions

Akram Aldroubi

We introduce \emph{Partition of Unity Neural Networks} (PUNNs), a neural-network architecture for multiclass classification based on the classical mathematical notion of a partitio…