Yes. Will you do it correctly? Not without some research. Incorrectly means the lights won't light and/or a wire that should be a ground connection is hot and thus a shock hazard.

Look up European power plugs and report here the kind or kinds of plug(s) your lights have. Maybe someone will be brave and will tell you how to connect a US plug to the light's wires.