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Using light-based computing to tackle complex challenges (queensu.ca)
12 points by wjSgoWPm5bWAhXB 137 days ago
1 comments

That's really cool! I don't understand it fully, but it seems like a HopfieldNN-like Ising optimizer that performs pretty well.

I wish they talked more about the architecture though. I don't really understand how the information actually flows, in particular how they get all-to-all connectivity and how the output is measured at room temperature (no need for photon number resolving photodetectors?).

Might need to read the supplementary part. Anyway here's the Nature paper for those who didn't find the link: https://www.nature.com/articles/s41586-025-09838-7.epdf?shar...