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Could real neurons be used for LLMs? (lemm.ee)

submitted 7 months ago by flashgnash@lemm.ee to c/asklemmy@lemmy.ml

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There's a video on YouTube where someone has managed to train a network of rat neurons to play doom, the way they did it seems reminiscent of how we train ML models

I am under the impression from the video that real neurons are a lot better at learning than simulated ones (and much less power demanding)

Could any ML problems, such as natural language generation be solved using neurons instead and would that be in any way practical?

Ethically at this point is this neuron array considered conscious in any way?

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[–] kadu@lemmy.world 39 points 7 months ago

The idea that LLMs are just like how the brain works, except limited by running in a CPU, comes from software engineers - not neuroscientists.

Although there are many analogies that could be made between how CPUs do work and how the brain integrates information, they're actually fundamentally different and use completely different logic.

You could, theoretically, create a computing language to work using neurons. And therefore you could also train machine learning algorithms. But that's like using calculators to sum 2+2 by buying 4 calculators and putting them all together, rather than actually using what a calculator does to get the result, if you get what I mean.