Don't let religion hijack the word. The word soul in non-religious meaning (which more than often is referring to an "immortal soul", or a soul independent of a body), is referring to your "you-ness", the fact that you are greater than the sum of your parts. It's referring to the program running on the hardware, rather than the hardware.
Cogito, ergo sum