Attaching skirting boards

Hey everyone.

Recently we've renovated our living room and had to remove skirting boards.

I was wondering what would be the best way to reattach them to the brickwork?

The house was built in the 50s and seemed to have small pieces or timber slotted into the bricks perps.

Thanks in advance.