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A comment on Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks.

Re:Ultrafast machine learning on FPGAs via Kolmogorov-Arnold... by jeffreysmith on Wednesday June 10, 2026 @12:58PM (#48479233)
Super cool work. I love seeing this direction taken all the way to hardware.

I'm a big fan of KANs. The really seem like the start of something big and new. We've got a couple of papers out and in the works on KANs. The most relevant to OP's is this one: https://arxiv.org/abs/2512.15742v2

And we just put up a general primer on KANs on YT: https://youtu.be/wgcSsJ69x1c?si=fiUl1YGTgaTt_bn9 Fun stuff if you want to get into the weeds.

And if you are really interested in KANs, you should really check out Ziming (KAN creator)'s blog: https://kindxiaoming.github.io/blog/

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Re:Ultrafast machine learning on FPGAs via Kolmogorov-Arnold... by UncleOxidant on Wednesday June 10, 2026 @02:24PM (#48480543)
Searching around github and found someone has put up a github repo with a Julia implementation of the article here including FPGA implementation of a KAN MNIST classifier in Verilog. https://github.com/philtomson/KAN_LUT
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Re:Ultrafast machine learning on FPGAs via Kolmogorov-Arnold... by ag2718 on Wednesday June 10, 2026 @04:01PM (#48481809)
Our end-to-end implementation can be found here! https://github.com/Duchstf/KANELE
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