Neurons are different from GPU logic gates and the physical mechanisms by which a network of physical neurons computes answers is extremely different from the physical mechanism by which a GPU computes an answer.
You shouldn’t compare biological neurones to microprocessor logic gates because that’s like comparing a car to a pair of shoes.