You can excite neurons by giving them electric pulses via electrodes.
Some people are blind because their photoreceptor cells can't convert light into electric pulses (Retinitis pigmentosa). These people can be helped by artificial implants that do this conversion step, like the one proposed here. The device is split into little compartments and when light reaches one of them, the compartment converts the light into an electric signal, with an electric contact right on the cell. There seems to be no amplification involved, it's only living from the energy of the light. The tissue then gets that signal and processes it as vision. Cool, isn't it?
Disclaimer: not an expert, so correct me if I'm wrong.
So there is still no "interface" to connect to an optical nerve directly for people who do not have functional retina...
Fortunately (though I may be wrong here) I believe a lot of blindness upstream from the optic nerve is capable of being addressed by artificial lenses, corneas, replacement fluid, retina augmentation etc. The nerve and central nervous system really represents where it starts getting beyond our depth.