Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption

Matthias Mitterreiter, Marcel Koch, Joachim Giesen +1

Capsule neural networks replace simple, scalar-valued neurons with vector-valued capsules. They are motivated by the pattern recognition system in the human brain, where complex ob…