No, No they will not.
If one of your patron's payment declines, they will lose access to view your posts until their payment goes through. Additionally, if they try to view posts while logged into Patreon, they will instead see a page reminding them to update their payment method.
As soon as their payment method goes through, they'll be able to view your posts as well as receive email notifications about them.