I know current learning models work a little like neurons but why not just make a sim that works exactly like how we understand neurons work
I know current learning models work a little like neurons but why not just make a sim that works exactly like how we understand neurons work
Creating an accurate neuron simulation would probably require much more advanced AI than we already have. Like, real AI, not this piddly, piecemeal shit we have now.
You’re looking at this backwards. We’d need better AI to even start trying to simulate neurons accurately. They’re far more complex.
Currently, AI is capable of analyzing basic chemical and cellular interactions. It’s ok at it.
Actually, we’ve got some pretty sophisticated models of neurons. https://en.wikipedia.org/wiki/Blue_Brain_Project?wprov=sfla1
See my other comment for an example of how little we truly understand about neurons.
Modeling neurons and simulating them with AI are very different things. And, as you say, we still know very little about neurons and the nervous system and the brain itself. How, then, could we even attempt to train an AI to work accurately?
We do have some pretty sophisticated models of neurons, and there are persistent theories (2015 was earliest I found in a quick search) that brains use some quantum physics, in particular Quantum Entanglement, to operate.
https://phys.org/news/2022-10-brains-quantum.html
In which case, hardware has a very long way to go before we can do that at scale.