Not necessarily, though primarily. The core point is in "crafting with an aim".
It is interesting that the first recognized use of the term is for "artificial day", meaning "dawn to dusk", which is the period in the "natural day" (here the term already starts to suggest an opposition - "artificial vs natural") in which you can "purposefully craft" (light allows).
Comparing them with human synapses is like comparing cellphones to servers. Not exactly apples to apples.
Or I could do the same thing but name it an “artificial heart”, noting that it’s 10,000 times faster than a human heart.
That makes sense because artificial just means made by humans?
I agree that the speed comparison seems like a very misguided metric though.
You wouldn't call them artificial dogs nor artificial arms (unless they were being used as a prosthetic I guess, but then it's just a robotic prostethic arm)