Cover Image

Wav-KAN: Wavelet Kolmogorov-Arnold Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bozorgasl, Zavareh, Chen, Hao
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Resource-Element Energy Difference for Noncoherent Over-the-Air Federated Learning
by: Chen, Hao, et al.
Published: (2026)

SCENE OTA-FD: Self-Centering Noncoherent Estimator for Over-the-Air Federated Distillation
by: Chen, Hao, et al.
Published: (2026)

An Innovative Networks in Federated Learning
by: Bozorgasl, Zavareh, et al.
Published: (2024)

Communication-Efficient Federated Learning via Clipped Uniform Quantization
by: Bozorgasl, Zavareh, et al.
Published: (2024)

AR-KAN: Autoregressive-Weight-Enhanced Kolmogorov-Arnold Network for Time Series Forecasting
by: Zeng, Chen, et al.
Published: (2025)

Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification
by: Seydi, Seyd Teymoor, et al.
Published: (2024)

Kolmogorov-Arnold Networks (KANs) for Time Series Analysis
by: Vaca-Rubio, Cristian J., et al.
Published: (2024)

A Primer on Kolmogorov-Arnold Networks (KANs) for Probabilistic Time Series Forecasting
by: Vaca-Rubio, Cristian J., et al.
Published: (2025)

Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers
by: Danish, Muhammad Umair, et al.
Published: (2025)

iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets
by: Liu, Mengxi, et al.
Published: (2024)

Auto-Calibration and 2D-DOA Estimation in UCAs via an Integrated Wideband Dictionary
by: Bozorgasl, Zavareh, et al.
Published: (2024)

Real-Valued 2-D Direction of Arrival Estimation via Sparse Representation
by: Bozorgasl, Zavareh, et al.
Published: (2024)

KAN-MLP-Mixer: A comprehensive investigation of the usage of Kolmogorov-Arnold Networks (KANs) for improving IMU-based Human Activity Recognition
by: Liu, Mengxi, et al.
Published: (2026)

Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement
by: Wang, Yifeng, et al.
Published: (2023)

Geometric Kolmogorov--Arnold Network (GeoKAN)
by: Sen, Abhijit, et al.
Published: (2026)

Random Wavelet Features for Graph Kernel Machines
by: de Bassompierre, Valentin, et al.
Published: (2026)

Electrocardiogram Classification with Transformers Using Koopman and Wavelet Features
by: Ghosh, Sucheta, et al.
Published: (2026)

KAN: Kolmogorov-Arnold Networks
by: Liu, Ziming, et al.
Published: (2024)

Wavelet Fourier Diffuser: Frequency-Aware Diffusion Model for Reinforcement Learning
by: Luo, Yifu, et al.
Published: (2025)

seqKAN: Sequence processing with Kolmogorov-Arnold Networks
by: Boura, Tatiana, et al.
Published: (2025)

DB2-TransF: All You Need Is Learnable Daubechies Wavelets for Time Series Forecasting
by: Gupta, Moulik, et al.
Published: (2025)

Non-linear Equalization in 112 Gb/s PONs Using Kolmogorov-Arnold Networks
by: Fischer, Rodrigo, et al.
Published: (2024)

A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
by: Lee, Youngjoon, et al.
Published: (2025)

PIKAN: Physics-Inspired Kolmogorov-Arnold Networks for Explainable UAV Channel Modelling
by: Tekbıyık, Kürşat, et al.
Published: (2025)

The Maximal Overlap Discrete Wavelet Scattering Transform and Its Application in Classification Tasks
by: Larrubia, Leonardo Fonseca, et al.
Published: (2025)

FI-KAN: Fractal Interpolation Kolmogorov-Arnold Networks
by: N'guessan, Gnankan Landry Regis
Published: (2026)

A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection
by: Wang, Yiye, et al.
Published: (2024)

GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks
by: Zhang, Fan, et al.
Published: (2024)

Wavelet GPT: Wavelet Inspired Large Language Models
by: Verma, Prateek
Published: (2024)

Bearing Fault Diagnosis using Graph Sampling and Aggregation Network
by: Chen, Jiaying, et al.
Published: (2024)

A Kolmogorov-Arnold Network for Explainable Detection of Cyberattacks on EV Chargers
by: Saber, Ahmad Mohammad, et al.
Published: (2025)

Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation
by: Chen, Xiaolu, et al.
Published: (2025)

Season-Independent PV Disaggregation Using Multi-Scale Net Load Temporal Feature Extraction and Weather Factor Fusion
by: Chen, Xiaolu, et al.
Published: (2025)

Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types
by: Rabiee, Ali, et al.
Published: (2024)

TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis
by: Chen, Qian, et al.
Published: (2022)

Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis
by: Dong, Chang, et al.
Published: (2024)

Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks
by: Pan, Guangjin, et al.
Published: (2025)

KAN-HAR: A Human activity recognition based on Kolmogorov-Arnold Network
by: Alikhani, Mohammad
Published: (2025)

EEG-based Epileptic Prediction via a Two-stage Channel-aware Set Transformer Network
by: Zheng, Ruifeng, et al.
Published: (2025)

Learning Consistent Causal Abstraction Networks
by: D'Acunto, Gabriele, et al.
Published: (2026)