On the Kolmogorov neural networks

31 October 2023

Papers citing "On the Kolmogorov neural networks"

12 / 12 papers shown

Title
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 52 0 0 08 Apr 2025
On shallow feedforward neural networks with inputs from a topological space Vugar Ismailov 49 0 0 03 Apr 2025
Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks Nandi Schoots M. Villani Niels uit de Bos 79 0 0 03 Mar 2025
LeanKAN: A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior Benjamin C. Koenig Suyong Kim Sili Deng KELM 71 2 0 25 Feb 2025
Kolmogorov GAM Networks are all you need! Sarah Polson Vadim Sokolov 34 0 0 03 Jan 2025
Generalizable autoregressive modeling of time series through functional narratives Ran Liu Wenrui Ma Ellen L. Zippi Hadi Pouransari Jingyun Xiao ... Behrooz Mahasseni Juri Minxha Erdrin Azemi Eva L. Dyer Ali Moin AI4TS 35 1 0 10 Oct 2024
Addressing common misinterpretations of KART and UAT in neural network literature Vugar Ismailov HAI 58 1 0 29 Aug 2024
Structured and Balanced Multi-component and Multi-layer Neural Networks Shijun Zhang Hongkai Zhao Yimin Zhong Haomin Zhou 37 1 0 30 Jun 2024
Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks Minjong Cheon 34 33 0 21 Jun 2024
Acceleration of Grokking in Learning Arithmetic Operations via Kolmogorov-Arnold Representation Yeachan Park Minseok Kim Yeoneung Kim 29 1 0 26 May 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 98 473 0 30 Apr 2024
Universal Approximation Theorem for Vector- and Hypercomplex-Valued Neural Networks Marcos Eduardo Valle Wington L. Vital Guilherme Vieira 15 7 0 04 Jan 2024