If you have done the previous steps correctly, the device will show in iTunes, but prompt it is in recovery mode.

Click Restore iPod/iPhone/iPad and then Restore and Update. Agree to the EULA.

Once you agree to the EULA (not shown), iTunes will download the latest firmware. Your device will be restored once this is finished.