Apparently, yes.

Bananas are not super healthy for rabbits, but every once in a while is okay:

Clearly a bunny enjoys a sweet banana:

In Japan, too:

Bunnies like to kiss bunnies that have eaten bananas.

Because they taste like bananas.

What time is it when a banana wants to be eaten by a bunny?

It's peanut-butter jelly time!!

Yes, we can eat bananas, but only if you lettuce!

Don't talk with your mouth full. :)