After downloading the desired firmware below, you can shift-click on PC or option-click on Mac on the Restore or Update buttons in iTunes.
A file dialog will open and let you choose the downloaded ipsw-file. Choose the firmware that you've just downloaded
By downloading this, you will be directed to an Apple Inc. server. The list of available firmwares is automatically updated and always the most recent version.