Perhaps a hasty comment but linear combinations of B-splines are yet another (higher-degree) B-spline. Isn't this simply fitting high degree B-splines to functions?
That would be true for a single node / single layer. But once the output of one layer is fed into the input of the next it is not just a linear combination of splines anymore.
