🤖💡 Ah, the joyous adventure of cramming a Masters thesis into a blog post that assumes you're already a machine learning prodigy and hardware whiz. Because who doesn’t love a light read on KolmogorovArnold Networks over breakfast? 🍳📚 Spoiler: It’s groundbreaking, just like every other academic paper that won "Best Paper" at FPGA 2026. 🎉
https://aarushgupta.io/posts/kan-fpga/ #machinelearning #hardwareinnovation #academicpapers #blogpost #FPGA2026 #KolmogorovArnoldNetworks #HackerNews #ngated
#kolmogorovarnoldnetworks — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #kolmogorovarnoldnetworks, aggregated by home.social.
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Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
https://aarushgupta.io/posts/kan-fpga/
#HackerNews #Ultrafast #machine #learning #FPGAs #KolmogorovArnoldNetworks #techinnovation
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Introducing a new type of #neuralnetwork 👉 Kolmogorov–Arnold Networks (KAN).
KAN models outperform larger perceptron-based models on physics modeling tasks and provide a more interpretable visualization.
Read more: https://bit.ly/3MhJHvX
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Finished up the KANs blog post:
https://cprimozic.net/blog/trying-out-kans/
Overall, I definitely didn't find them to be a silver bullet or clearly superior to traditional NNs.
I think they're very neat and enjoyed working with them, but they can be tricky to get good results with