Results 101 to 110 of about 80,914 (224)

GAT4Rec: Sequential Recommendation with a Gated Recurrent Unit and Transformers

Mathematics
Capturing long-term dependency from historical behaviors is the key to the success of sequential recommendation; however, existing methods focus on extracting global sequential information while neglecting to obtain deep representations from subsequences.
Huaiwen He, Xiangdong Yang, Feng Huang, Feng Yi, Shangsong Liang   +4 more
doaj   +1 more source

A Deep Learning Model with Axial Attention for Radar Echo Extrapolation

Applied Artificial Intelligence
Radar echo extrapolation is an important approach in precipitation nowcasting which utilizes historical radar echo images to predict future echo images.
Yu-Mei Xie, Ying-Liang Zhao, Shu-Yan Huang   +2 more
doaj   +1 more source

Online Persian/Arabic Writer Identification using Gated Recurrent Unit Neural Networks

Majlesi Journal of Electrical Engineering
Conventional methods in writer identification mostly rely on hand-crafted features to represent the characteristics of different handwritten scripts.
Mahsa Aliakbarzadeh, Farbod Razzazi
doaj   +1 more source

Delving Deeper into Convolutional Networks for Learning Video Representations

, 2016
We propose an approach to learn spatio-temporal features in videos from intermediate visual representations we call "percepts" using Gated-Recurrent-Unit Recurrent Networks (GRUs).Our method relies on percepts that are extracted from all level of a deep ...
Ballas, Nicolas, Courville, Aaron, Pal, Chris, Yao, Li   +3 more
core  

Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks

Information Sciences, 2023
Nebojša Bačanin, Luka Jovanovic, M. Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, I. Strumberger   +6 more
semanticscholar   +1 more source

Regional Dynamic Carbon Emission Model and Method Based on Hierarchical Gated Recurrent Unit Network

Journal of Applied Science and Engineering
The power industry is the largest single industry in China in terms of coal consumption and carbon emissions. Real time, accurate, and comprehensive measurement of electricity carbon emissions is the foundation and prerequisite for tapping into the ...
Libai Wang, Weiyan Qian, Tianyi Xu, Xingyi Zhu, Zijun Wang, Faye Zhang   +5 more
doaj   +1 more source

Neuromorphic Lip-Reading with Signed Spiking Gated Recurrent Units

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Automatic Lip-Reading (ALR) requires the recognition of spoken words based on a visual recording of the speaker’slips, without access to the sound. ALR with neuromorphic event-based vision sensors, instead of traditional framebased cameras, is particularly promising for edge applications due to their high temporal resolution, low power consumption and ...
Dampfhoffer, Manon, Mesquida, Thomas
openaire   +2 more sources

State of health estimation for lithium-ion batteries based on differential thermal voltammetry features and particle swarm optimization-gated recurrent unit. [PDF]

PLoS One
Han B, Sun X, Wang Y, Song Y, Hou E, Wang J, Xu Y.   +6 more
europepmc   +1 more source

Uncertainty quantification of proton-exchange-membrane fuel cells degradation prediction based on Bayesian-Gated Recurrent Unit

eTransportation, 2023
Wenchao Zhu, Bingxin Guo, Yang Li, Yang Yang, C. Xie, Jiashu Jin, H. Gooi   +6 more
semanticscholar   +1 more source

BiGKbhb: a bi-directional gated recurrent unit model for predicting lysine β-hydroxybutyrylation sites. [PDF]

BMC Genomics
Elreify HM, El-Samie FEA, Dessouky MI, Torkey H, El-Khamy SE, Shalaby WA.   +5 more
europepmc   +1 more source