Help with updating table with cummulative totals

I have a table with AMOUNT and MONTH columns. In a third column (CUMMULATIVE_AMOUNT), I’d like to update the table with the dynamic cummulative total for each month. I’m assuming this will have to be done, if at all possible, using a custom query. I would appreciate any help!

Cynthia