Deebster

I’m using a bunch simultaneously at this point. I need to script keeping them all in sync, or decide which one will be the winner.

Look at bottom centre

It uses a neutral net that he designed and trained, so it is AI. The public’s view of “AI” seems mostly the generation stuff like chatbots and image gen, but deep learning is perfect for science and medical fields.

I found his paper: https://iopscience.iop.org/article/10.3847/1538-3881/ad7fe6 (no paywall 😃)

From the intro:

VARnet leverages a one-dimensional wavelet decomposition in order to minimize the impact of spurious data on the analysis, and a novel modification to the discrete Fourier transform (DFT) to quickly detect periodicity and extract features of the time series. VARnet integrates these analyses into a type prediction for the source by leveraging machine learning, primarily CNN.

So they start with some good old fashioned signal processing, before feeding the result into a neutral net. The NN was trained on synthetic data.

FC = Fully Connected layer, so they’re mixing FC with mostly convolutional layers in their NN. I haven’t read the whole paper, I’m happy to be corrected.

I wasn’t entirely serious, but…

If memory serves, you just add lemmyverse.link/ after the https:// bit, so it’d be
https://lemmyverse.link/lemmy.dbzer0.com/post/40704282

It looks like lemsha.re works similarly:
https://lemsha.re/https://lemmy.dbzer0.com/post/40704282

It’s a bit weird that it insists on the link being via https but then includes that in the url…

You missed a great opportunity to use lemshare/lemmyverse here

We’re all getting invited.