Ensemble of recurrent neural networks with long short-term memory cells for high-rate structural health monitoring

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108201 ◽

2022 ◽

Vol 164 ◽

pp. 108201

Author(s):

Vahid Barzegar ◽

Simon Laflamme ◽

Chao Hu ◽

Jacob Dodson

Keyword(s):

Neural Networks ◽

Structural Health Monitoring ◽

Health Monitoring ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

High Rate ◽

Memory Cells ◽

Term Memory ◽

Long Short Term Memory

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Long short-term memory networks with attention learning for high-rate structural health monitoring

Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2021 ◽

10.1117/12.2582428 ◽

2021 ◽

Author(s):

Matthew Nelson ◽

Vahid Barzegar ◽

Simon Laflamme ◽

Chao Hu ◽

Jacob Dodson

Keyword(s):

Structural Health Monitoring ◽

Health Monitoring ◽

Short Term Memory ◽

High Rate ◽

Term Memory ◽

Structural Health ◽

Long Short Term Memory

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ECT-LSTM-RNN: An Electrical Capacitance Tomography Model-based Long Short-Term Memory Recurrent Neural Networks for Conductive Materials

IEEE Access ◽

10.1109/access.2021.3079447 ◽

2021 ◽

pp. 1-1

Author(s):

Wael Deabes ◽

Alaa Sheta ◽

Malik Braik

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Electrical Capacitance Tomography ◽

Electrical Capacitance ◽

Term Memory ◽

Conductive Materials ◽

Long Short Term Memory ◽

Capacitance Tomography

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Empirical modeling of ethanol production dynamics using long short-term memory recurrent neural networks

Bioresource Technology Reports ◽

10.1016/j.biteb.2021.100724 ◽

2021 ◽

pp. 100724

Author(s):

Felipe Matheus Mota Sousa ◽

Rodolpho Rodrigues Fonseca ◽

Flávio Vasconcelos da Silva

Keyword(s):

Neural Networks ◽

Ethanol Production ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Empirical Modeling ◽

Term Memory ◽

Long Short Term Memory ◽

Production Dynamics

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Towards end-to-end speech recognition for Chinese Mandarin using long short-term memory recurrent neural networks

10.21437/interspeech.2015-717 ◽

2015 ◽

Author(s):

Jie Li ◽

Heng Zhang ◽

Xinyuan Cai ◽

Bo Xu

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Term Memory ◽

Long Short Term Memory ◽

Chinese Mandarin

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Detecting overlapping speech with long short-term memory recurrent neural networks

10.21437/interspeech.2013-27 ◽

2013 ◽

Author(s):

Jürgen T. Geiger ◽

Florian Eyben ◽

Björn Schuller ◽

Gerhard Rigoll

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Term Memory ◽

Long Short Term Memory

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Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling

10.21437/interspeech.2014-151 ◽

2014 ◽

Author(s):

Jürgen T. Geiger ◽

Zixing Zhang ◽

Felix Weninger ◽

Björn Schuller ◽

Gerhard Rigoll

Keyword(s):

Neural Networks ◽

Speech Recognition ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Robust Speech Recognition ◽

Term Memory ◽

Acoustic Modelling ◽

Long Short Term Memory

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Session Based Recommendations Using Recurrent Neural Networks - Long Short-Term Memory

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-73280-6_5 ◽

2021 ◽

pp. 53-65

Author(s):

Michal Dobrovolny ◽

Ali Selamat ◽

Ondrej Krejcar

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Term Memory ◽

Long Short Term Memory

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A System for Learning Atoms Based on Long Short-Term Memory Recurrent Neural Networks

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2018.8621313 ◽

2018 ◽

Author(s):

Zhe Quan ◽

Xuan Lin ◽

Zhi-Jie Wang ◽

Yan Liu ◽

Fan Wang ◽

...

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Term Memory ◽

Long Short Term Memory

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Long short-term memory based recurrent neural networks for collaborative filtering

2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) ◽

10.1109/uic-atc.2017.8397539 ◽

2017 ◽

Author(s):

Lixin Zou ◽

Yulong Gu ◽

Jiaxing Song ◽

Weidong Liu ◽

Yuan Yao

Keyword(s):

Neural Networks ◽

Collaborative Filtering ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Term Memory ◽

Long Short Term Memory

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Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks

Future Data and Security Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-319-48057-2_9 ◽

2016 ◽

pp. 141-152 ◽

Author(s):

Loïc Bontemps ◽

Van Loi Cao ◽

James McDermott ◽

Nhien-An Le-Khac

Keyword(s):

Neural Networks ◽

Anomaly Detection ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Term Memory ◽

Long Short Term Memory ◽

Collective Anomaly

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