eero's hardware, itself, does not support power over Ethernet (PoE). To provide power to your eeros, you should use the supplied power adapter.
If you have an eero PoE+ adapter (currently only available through custom installers), an eero can be powered over Ethernet using the necessary PoE+ adapter.