Similarly, if consciousness is something that neurons do, simulating them through floating point numbers on a computer should also bring it about. I think dismissing LLM consciousness because they're parameterised through floating point numbers is only possible if one hasn't thought it through long enough. Other arguments are much more reasonable / harder to object to.
For instance, it's (unlikely, but) theoretically possible that it would require simulating them down to the level of subatomic particles, with perfect accuracy.
Right now, we're simulating them at a much, much higher and more abstract level, and AFAIK we barely even have the processing power to do that for the time being. So an artificial consciousness from simulated neurons may (again, assuming it's possible—which is a decent assumption, but not a certainty) take decades or even more for us to be able to achieve.