Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature
Extractors for IMU Based Human Activity Recognition

Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition

16 June 2024

Mengxi Liu

Daniel Geißler

Dominique Nshimyimana

Bo Zhou

Paul Lukowicz

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Papers citing "Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition"

8 / 8 papers shown

Title
Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks SeyedMojtaba Mohasel Alireza Afzal Aghaei Corey Pew 74 0 0 14 May 2025
Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries Ali Kashefi T. Mukerji 3DPC PINN 104 0 0 08 Apr 2025
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 115 13 0 02 Oct 2024
KAN v.s. MLP for Offline Reinforcement Learning Haihong Guo Fengxin Li Jiao Li Hongyan Liu OffRL 75 0 0 15 Sep 2024
Addressing common misinterpretations of KART and UAT in neural network literature Vugar Ismailov HAI 145 1 0 29 Aug 2024
KAN 2.0: Kolmogorov-Arnold Networks Meet Science Ziming Liu Pingchuan Ma Yixuan Wang Wojciech Matusik Max Tegmark 121 75 0 19 Aug 2024
Rethinking the Function of Neurons in KANs Mohammed Ghaith Altarabichi 91 6 0 30 Jul 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 111 20 0 20 Jun 2024