Case Studies for Applications of Elman Recurrent Neural Networks

Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm

Advances in Intelligent Systems and Computing - Recent Advances on Soft Computing and Data Mining ◽

10.1007/978-3-319-51281-5_2 ◽

2016 ◽

pp. 11-20

Author(s):

Nazri Mohd. Nawi ◽

M. Z. Rehman ◽

Norhamreeza Abdul Hamid ◽

Abdullah Khan ◽

Rashid Naseem ◽

...

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Search Algorithm ◽

Elman Recurrent Neural Networks

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A COMPARATIVE STUDY OF EVOLUTIONARY ALGORITHMS FOR TRAINING ELMAN RECURRENT NEURAL NETWORKS TO PREDICT AUTONOMOUS INDEBTEDNESS

Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems ◽

10.5220/0002629204610464 ◽

2004 ◽

Keyword(s):

Neural Networks ◽

Evolutionary Algorithms ◽

Comparative Study ◽

Recurrent Neural Networks ◽

Elman Recurrent Neural Networks

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Competition and Collaboration in Cooperative Coevolution of Elman Recurrent Neural Networks for Time-Series Prediction

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2404823 ◽

2015 ◽

Vol 26 (12) ◽

pp. 3123-3136 ◽

Cited By ~ 72

Author(s):

Rohitash Chandra

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Cooperative Coevolution ◽

Elman Recurrent Neural Networks

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Elman Recurrent Neural Networks Based Direct Inverse Control for Quadrotor Attitude and Altitude Control

2020 International Conference on Intelligent Engineering and Management (ICIEM) ◽

10.1109/iciem48762.2020.9160191 ◽

2020 ◽

Author(s):

Bharindra Kamanditya ◽

Benyamin Kusumoputro

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Inverse Control ◽

Altitude Control ◽

Elman Recurrent Neural Networks

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MULTIOBJETIVE EVOLUTIONARY OPTIMIZATION FOR ELMAN RECURRENT NEURAL NETWORKS, APPLIED TO TIME SERIES PREDICTION

FUZZY ECONOMIC REVIEW ◽

10.25102/fer.2005.01.02 ◽

2005 ◽

Vol 10 (01) ◽

Cited By ~ 2

Author(s):

M.P. Cuellar ◽

M. Delgado ◽

M. C. Pegalajar

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Evolutionary Optimization ◽

Elman Recurrent Neural Networks

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The application of one improved niche genetic algorithm for Elman recurrent neural networks

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788) ◽

10.1109/wcica.2004.1341926 ◽

2004 ◽

Cited By ~ 1

Author(s):

Zhiyong Liu ◽

Mandan Liu ◽

Feng Qian

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Recurrent Neural Networks ◽

Elman Recurrent Neural Networks

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Deep Elman recurrent neural networks for statistical parametric speech synthesis

Speech Communication ◽

10.1016/j.specom.2017.08.003 ◽

2017 ◽

Vol 93 ◽

pp. 31-42 ◽

Cited By ~ 12

Author(s):

Sivanand Achanta ◽

Suryakanth V Gangashetty

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speech Synthesis ◽

Statistical Parametric Speech Synthesis ◽

Parametric Speech Synthesis ◽

Elman Recurrent Neural Networks

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Development of an attitude control system of a heavy-lift hexacopter using Elman recurrent neural networks

2016 22nd International Conference on Automation and Computing (ICAC) ◽

10.1109/iconac.2016.7604889 ◽

2016 ◽

Cited By ~ 6

Author(s):

Benyamin Kusumoputro ◽

Herwin Suprijono ◽

Muhammad Ary Heryanto ◽

Bhakti Yudho Suprapto

Keyword(s):

Neural Networks ◽

Control System ◽

Recurrent Neural Networks ◽

Attitude Control ◽

Attitude Control System ◽

Heavy Lift ◽

Elman Recurrent Neural Networks

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Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction

Neurocomputing ◽

10.1016/j.neucom.2012.01.014 ◽

2012 ◽

Vol 86 ◽

pp. 116-123 ◽

Cited By ~ 127

Author(s):

Rohitash Chandra ◽

Mengjie Zhang

Keyword(s):

Neural Networks ◽

Time Series ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Cooperative Coevolution ◽

Chaotic Time Series Prediction ◽

Elman Recurrent Neural Networks

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Classification of EEG during imagined mental tasks by forecasting with Elman Recurrent Neural Networks

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033579 ◽

2011 ◽

Cited By ~ 15

Author(s):

Elliott M. Forney ◽

Charles W. Anderson

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Elman Recurrent Neural Networks ◽

Mental Tasks

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