Convolutional Kolmogorov-Arnold Networks: Introduction and Implementation
#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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