Multi-class time series classification of EEG signals with Recurrent Neural Networks

2019 9th International Conference on Cloud Computing, Data Science & Engineering (Confluence) ◽

10.1109/confluence.2019.8776889 ◽

2019 ◽

Author(s):

Kusumika Krori Dutta

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Classification ◽

Eeg Signals ◽

Class Time

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Discharge Voltage Time Series Classification of Lithium-ion Cells Based on Deep Neural Networks

2018 IEEE 4th International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2018.8780824 ◽

2018 ◽

Author(s):

Chengbao Liu ◽

Xuelei Wang ◽

Jie Tan ◽

Lianjing Wang ◽

Wei Sun ◽

...

Keyword(s):

Neural Networks ◽

Time Series ◽

Deep Neural Networks ◽

Lithium Ion ◽

Discharge Voltage ◽

Time Series Classification ◽

Lithium Ion Cells

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Pattern classification of time-series EEG signals using neural networks

Proceedings 5th IEEE International Workshop on Robot and Human Communication RO-MAN 96 TSUKUBA ROMAN-96 ◽

10.1109/roman.1996.568822 ◽

2002 ◽

Author(s):

O. Fukuda ◽

T. Tsuji ◽

M. Kaneko

Keyword(s):

Neural Networks ◽

Time Series ◽

Pattern Classification ◽

Eeg Signals

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Random Projection Recurrent Neural Networks for Time Series Classification

2018 8th International Conference on Electronics Information and Emergency Communication (ICEIEC) ◽

10.1109/iceiec.2018.8473552 ◽

2018 ◽

Author(s):

Ye Ma ◽

Moufa Hu ◽

Qing Chang ◽

Huanzhang Lu

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Random Projection ◽

Time Series Classification

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Analysis and classification of EEG signals using spectral analysis and recurrent neural networks

2010 17th Iranian Conference of Biomedical Engineering (ICBME) ◽

10.1109/icbme.2010.5704931 ◽

2010 ◽

Cited By ~ 27

Author(s):

Mohammad Ali Naderi ◽

Homayoun Mahdavi-Nasab

Keyword(s):

Neural Networks ◽

Spectral Analysis ◽

Recurrent Neural Networks ◽

Eeg Signals

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Gated Recurrent Neural Networks Empirical Utilization for Time Series Classification

2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) ◽

10.1109/ithings/greencom/cpscom/smartdata.2019.00202 ◽

2019 ◽

Author(s):

Nelly Elsayed ◽

Anthony S. Maida ◽

Magdy Bayoumi

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Classification

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Classification of hand motions in EEG signals using recurrent neural networks

2016 2nd International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) ◽

10.1109/icieam.2016.7911620 ◽

2016 ◽

Author(s):

E. Popov ◽

S. Fomenkov

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Eeg Signals

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Reconstruct Recurrent Neural Networks via Flexible Sub-Models for Time Series Classification

Applied Sciences ◽

10.3390/app8040630 ◽

2018 ◽

Vol 8 (4) ◽

pp. 630 ◽

Cited By ~ 2

Author(s):

Ye Ma ◽

Qing Chang ◽

Huanzhang Lu ◽

Junliang Liu

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Classification

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Recurrent neural networks for time series classification

Neurocomputing ◽

10.1016/s0925-2312(01)00706-8 ◽

2003 ◽

Vol 50 ◽

pp. 223-235 ◽

Cited By ~ 104

Author(s):

Michael Hüsken ◽

Peter Stagge

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Classification

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Modeling Multivariate Time Series in Economics: From Auto-Regressions to Recurrent Neural Networks

SSRN Electronic Journal ◽

10.2139/ssrn.3589337 ◽

2020 ◽

Author(s):

Sergiy Verstyuk

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Multivariate Time Series

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Time series classification of radio signal strength for qualitative estimate of UAV motion

Machine Learning with Applications ◽

10.1016/j.mlwa.2021.100027 ◽

2021 ◽

pp. 100027

Author(s):

Samuel Teague ◽

Javaan Chahl

Keyword(s):

Time Series ◽

Radio Signal ◽

Signal Strength ◽

Time Series Classification ◽

Qualitative Estimate

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