Convolutional-KANs

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel. (by AntonioTepsich)

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Convolutional-KANs reviews and mentions

Posts with mentions or reviews of Convolutional-KANs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-14.
  • CKAN – Feedback before send to a journal and680
    1 project | news.ycombinator.com | 26 Aug 2024
    After publishing the Convolutional Kolmogorov-Arnold Networks, we were mentioned by the IEEE Spectrum, congratulated by the universities of Stanford, NorthWestern, Cornell, among others. Surpassing the +680 and the paper was cited more than 10 times. We were presented with the opportunity to submit our idea to a journal to be formalised.

    We know that CKANs have their problems due to the amount of computational power and ram memory it uses, but based on what we have what should we do to get a Q1 in a journal?

    Repository: https://github.com/AntonioTepsich/Convolutional-KANs

  • The First Convolutional-KANs
    2 projects | news.ycombinator.com | 14 May 2024

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