Convolutional Kolmogorov-Arnold Networks: Introduction and Implementation

AI Researcher · Beginner ·📄 Research Papers Explained ·1y ago
#convolutionalKAN #kolmogorov #kan #ckan #neuralnetworks #deeplearning #machinelearning #ai In this video, I introduced Convolutional Kolmogorov-Arnold Networks (Convolutional-KAN) and showed it’s implementation. Convolutional-KAN is an innovative alternative to the standard Convolutional Neural Networks (CNNs) that have revolutionized the field of computer vision. Convolutional Kolmogorov-Arnold Networks: [Code]: https://github.com/manishasirsat/Convolutional-Kolmogorov-Arnold-Network [paper]: https://arxiv.org/pdf/2406.13155 ---------------------------------------------------------------…
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Chapters (7)

Intro
0:52 Introduction to Deep Neural Networks
1:48 Convolutional Neural Networks (CNNs)
5:00 Kolmogorov-Arnold Networks (KANs)
7:58 Convolutional-KAN architectures
11:19 What is KAN convolution?
14:50 Convolutional-KAN approach implementation
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