this post was submitted on 01 Nov 2025
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"The new device is built from arrays of resistive random-access memory (RRAM) cells.... The team was able to combine the speed of analog computation with the accuracy normally associated with digital processing. Crucially, the chip was manufactured using a commercial production process, meaning it could potentially be mass-produced."

Article is based on this paper: https://www.nature.com/articles/s41928-025-01477-0

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[–] bulwark@lemmy.world 14 points 2 days ago (2 children)

That's a good point. The model weights could be voltage levels instead of digital representations. Lots of audio tech uses analog for better fidelity.I also read that there's a startup using particle beams for lithography. Exciting times.

[–] nymnympseudonym@piefed.social 11 points 2 days ago* (last edited 2 days ago)

At least one Nobel Laureate has exactly the opposite opinion (see the Hinton lecture above)

[–] vrighter@discuss.tchncs.de 5 points 2 days ago (1 children)

what audio tech uses analog for better fidelity?

[–] bulwark@lemmy.world 1 points 2 days ago* (last edited 1 day ago) (1 children)

Vinyl records, analog tube amplifiers, a good pair of speakers 🤌

Honestly though digital compression now is so good it probably sounds the same.

[–] vrighter@discuss.tchncs.de 6 points 1 day ago (1 children)

speakers are analog devices by nature.

The other two are used for the distortions they introduce, so quite literally lower fidelity. Whether some people like those distortions is irrelevant.

You want high fidelity: lossless digital audio formats.

[–] aesthelete@lemmy.world 1 points 1 day ago* (last edited 1 day ago)

Yeah, I get very good sound out of class d amplifiers. They're cheap; they're energy efficient, and they usually pack in features for digital formats because it's easy to do.