Yes, you can!
Every customer will be given download links inside of their account area for all payments made on their subscription.
You can access your account area by logging in and going to the page that contains the membership details. From that page, an invoice can be viewed and/or downloaded for any payment record.
If you have historical payments, you will see a list including details and links to view and download invoices with all of the relevant details.