It sounds like your device in the “no firmware” state, which is very unusual for a Photon.
You can certainly recover it if you have JTAG programmer like the Photon programmer shield or the ST Micro ST-Link JTAG programmer/emulator.
Have you contacted Particle support? They might be able to help too.