Will the action potential decay after axon branching?

assuming the branche and the trunk have the same radius and other characteristics.

Axon branches/collaterals have probably an impact on AP shape & propagation but I would consider those impacts as negligible compared to other characteristics not yet taken into account in ANN.

Though, there seems to be some studies about this (Dominique Debanne):