Fourier Neural Networks: A Comparative Study

Fourier Neural Networks: A Comparative Study

8 February 2019

Abylay Zhumekenov

Malika Uteuliyeva

Olzhas Kabdolov

Rustem Takhanov

Alejandro J. Castro

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Papers citing "Fourier Neural Networks: A Comparative Study"

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FANformer: Improving Large Language Models Through Effective Periodicity Modeling Yihong Dong Ge Li Xue Jiang Yongding Tao Kechi Zhang ... Huanyu Liu Jiazheng Ding Jia Li Jinliang Deng Hong Mei AI4TS 142 0 0 28 Feb 2025
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition Alaa Nfissi W. Bouachir Nizar Bouguila Brian Mishara 183 1 0 01 Feb 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions Eric A. F. Reinhardt P. R. Dinesh S. Gleyzer 128 13 0 28 Jan 2025
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 130 7 0 03 Oct 2024
OS-net: Orbitally Stable Neural Networks M. Ngom Carlo Graziani 28 0 0 26 Sep 2023
A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction Dule Shu Zijie Li A. Farimani DiffM AI4CE 94 151 0 26 Nov 2022
Periodic Extrapolative Generalisation in Neural Networks Peter Belcak Roger Wattenhofer 77 3 0 21 Sep 2022
Variational Bayes Deep Operator Network: A data-driven Bayesian solver for parametric differential equations Shailesh Garg S. Chakraborty 118 6 0 12 Jun 2022
Periodic Activation Functions Induce Stationarity Lassi Meronen Martin Trapp Arno Solin BDL 95 21 0 26 Oct 2021
Conditional Generation of Periodic Signals with Fourier-Based Decoder Jiyoung Lee Heng-Chiao Huang Daehoon Gwak Edward Choi 50 6 0 24 Oct 2021
Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series Gabriel Michau Gaetan Frusque Olga Fink AI4TS 121 77 0 03 May 2021
The effect of data encoding on the expressive power of variational quantum machine learning models Maria Schuld R. Sweke Johannes Jakob Meyer 113 524 0 19 Aug 2020
A Method for Representing Periodic Functions and Enforcing Exactly Periodic Boundary Conditions with Deep Neural Networks S. Dong Naxian Ni 85 137 0 15 Jul 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 271 2,587 0 17 Jun 2020
Fourier Neural Networks as Function Approximators and Differential Equation Solvers M. Ngom O. Marin 59 2 0 27 May 2020