Calculating formula based on difference between each row's value and current row's in Windowing function

For analytics with windowing function, the calculation formula sometimes needs to perform over each row's value against current tow's value. The decay value is a good example, such as sums of value with a decay function based on difference of timestamp between each row and current row.