deconvolution

Timing rapid events

I'd like to measure the amount of time taken to complete a rapid event but the time taken is comparable to the accuracy of my timer. Can I measure the distribution of times taken to perform the operation several times and then reverse engineer the underlying distribution, i.e. solve p₁= p₂* p₂ using deconvolution? ...