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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[-] kakes@sh.itjust.works 0 points 7 months ago

Haha naw, it's the same basic idea, just using something inorganic (like glass) to represent a neural network instead of something like biological neurons.

[-] flashgnash@lemm.ee 3 points 7 months ago

Cool idea, though existing computers are also an inorganic way to representing a neural net

[-] kakes@sh.itjust.works -1 points 7 months ago

Well, yes, but something like an etched glass would be better in basically every way, if it could be done. (See my other comment in this thread if you want more details)

[-] BreakDecks@lemmy.ml 1 points 7 months ago

What on earth are you talking about?

[-] kakes@sh.itjust.works -1 points 7 months ago

A neural network is an array of layered nodes, where each node contains some kind of activation function, and each connection represents some weight multiplier. Importantly, once the model is trained, it's stateless, meaning we don't need to store any extra data to use it - just inputs and outputs.

If we could take some sort of material, like a glass, and modify it so that if you shone a light through one end, the light would bounce in such a way as to emulate these functions and weights, you could create an extremely cheap, compact, fast, and power efficient neural network. In theory, at least.

[-] BreakDecks@lemmy.ml 1 points 7 months ago

So just ML on an optical computer, or some sort of baseless sci-fi thing you made up?

[-] kakes@sh.itjust.works 1 points 7 months ago

A mix of both, but keep in mind that I'm commenting on a post about a related made up sci-fi idea.

[-] BreakDecks@lemmy.ml 1 points 7 months ago

It most certainly is not: https://www.technologyreview.com/2023/12/11/1084926/human-brain-cells-chip-organoid-speech-recognition/

Neural organoids have been a thing for a few years now.

this post was submitted on 08 Apr 2024

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