Single-chip photonic deep neural network for instantaneous image classification — mentioned by gwern

Tue, 13 Feb 2024 03:09:49 GMT

You can do a lot. 'Digital sundials' come to mind: https://en.wikipedia.org/wiki/Digital_sundial https://gwern.net/doc/math/1991-stewart.pdf But yes, you are restricted to linear things and you can't make a good photonic cat detector out of that easily. So all the photonic neural networks you may have heard of like https://arxiv.org/abs/2106.11747 wind up sticking some mechanical or electrical nonlinearity somewhere.

Paper and discussion history. A mention is not an endorsement.

Single-chip photonic deep neural network for instantaneous image classification — mentioned by XnoiVeX

Tue, 07 Jun 2022 15:35:13 GMT

Isnt this a year old? https://arxiv.org/abs/2106.11747

Paper and discussion history. A mention is not an endorsement.

Single-chip photonic deep neural network for instantaneous image classification · HackerPapers discussions

Single-chip photonic deep neural network for instantaneous image classification — mentioned by gwern

Single-chip photonic deep neural network for instantaneous image classification — mentioned by XnoiVeX