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University of Pennsylvania researchers say their photonic chip that uses light instead of electricity, can radically cut down the energy consumption of AI and is commercially available for use now. (www.eurekalert.org)
submitted 7 months ago by Lugh@futurology.today to c/futurology@futurology.today
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[-] pelya@lemmy.world 17 points 7 months ago

So the whole chip is a complicated lens, that somehow can perform multiplication using 'analogue computation'.

Arxiv link

[-] kakes@sh.itjust.works 15 points 7 months ago

Imo, analog computation is the way forward with this whole AI thing. It seems like a waste to perform calculations bit-by-bit when neural nets are generally okay with "fuzzy math" anyway.

[-] BasicTraveler@kbin.social 5 points 7 months ago

Idk, maybe. But i think you may have issues with tolerances and reproducibility. With analog and neutral nets your going to have edgecases where some devices will give vastly differing outcomes. For something that's fine but not for others.

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this post was submitted on 18 Feb 2024
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