Capsule Network Dynamic Routing is a method that controls the flow of information between capsule layers in a capsule network.
Capsules are vectors or matrices that represent various properties of objects, such as position, orientation, and scale.
In dynamic routing, the connection weights between lower and upper capsules are iteratively adjusted to strengthen matches and reduce irrelevant connections.
This is done through a routing algorithm that measures the agreement between the prediction of a lower capsule and the actual output of an upper capsule.
The method enables the network to better model hierarchical relationships between parts and wholes and improves robustness to changes in the input data.