ECC=Error Correcting Code, as the name implies if there is an error in the information on the RAM the system can fix that (without ECC the error would go unnoticed)
Though it requiers extra time and thus slows down your system, it is usually only supported on servers...
You will need to verify that your mobo really supports it if you indeed want ECC RAM...