Note: Use these steps at your own risk.

Ensure the unit has a full charge before attempting.

Standard Restore

Once the restore process is complete, see if your unit works now.

iTunes select IPSW firmware file

If not, you may want to give a shot to manually flash the rig with a firmware file.

Restore Via IPSW Firmware File

This option is rather advanced.