Of course logic gates apply logical reasoning to solve problems, they are not much use for anything else (except as a space heater if there are a lot of them).
"Reasoning" implies the extrapolation of information - not the mechanical generation of a fixed output based on known inputs. No one would claim that a set of gears is "reasoning" but the logic gate is as fixed in it's output as a transmission.
