Work

WEANet: Bridging wavelet inductive bias with network parameter initialization for time series modeling

Year: 2026

Type: article

Source: Neural Networks

DOI: 10.1016/j.neunet.2026.109088

Authors: Chao Yang, Xinwen Zhang, Zihao Li, Yakun Chen, Zhongwen Guo

Institutions: Ocean University of China, University of Jinan, University of Technology Sydney, Education University of Hong Kong

Language: English

Topic: Time Series Analysis and Forecasting

Subfield: Signal Processing

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: Department of Science and Technology of Shandong Province, Ministry of Science and Technology of the People's Republic of China

Awards: G6007780835, G6644558972

OpenAlex ID: W7160873169

FWCI:

Cites: 21

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