Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2019.2919903 ◽

2020 ◽

Vol 31 (4) ◽

pp. 1363-1374 ◽

Author(s):

Xinjie Wang ◽

Yaochu Jin ◽

Kuangrong Hao

Keyword(s):

Local Plasticity ◽

Echo State Networks

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Echo State Networks in Seasonal Streamflow Series Prediction

Learning and Nonlinear Models ◽

10.21528/lnlm-vol10-no3-art5 ◽

2012 ◽

Vol 10 (3) ◽

pp. 181-191 ◽

Author(s):

Hugo Valadares Siqueira ◽

Levy Boccato ◽

Romis Attux ◽

Christiano Lyra Filho

Keyword(s):

Echo State Networks ◽

Seasonal Streamflow

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Language Acquisition with Echo State Networks: Towards Unsupervised Learning

2020 Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob) ◽

10.1109/icdl-epirob48136.2020.9278041 ◽

2020 ◽

Author(s):

Thanh Trung Dinh ◽

Xavier Hinaut

Keyword(s):

Language Acquisition ◽

Unsupervised Learning ◽

Echo State Networks

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Computational Modeling of Structural Synaptic Plasticity in Echo State Networks

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3060466 ◽

2021 ◽

pp. 1-13

Author(s):

Xinjie Wang ◽

Yaochu Jin ◽

Kuangrong Hao

Keyword(s):

Synaptic Plasticity ◽

Computational Modeling ◽

Echo State Networks

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The role of local plasticity in the redistribution of stress fields caused by in-service fatigue overloads

Procedia Structural Integrity ◽

10.1016/j.prostr.2020.11.087 ◽

2020 ◽

Vol 28 ◽

pp. 2386-2389

Author(s):

Jesús Toribio ◽

Miguel Lorenzo ◽

Diego Vergara ◽

Leticia Aguado

Keyword(s):

Stress Fields ◽

Local Plasticity

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Investigating Neural Activation Effects on Deep Belief Echo-State Networks for Prediction Toward Smart Ocean Environment Monitoring

Arabian Journal for Science and Engineering ◽

10.1007/s13369-020-05319-3 ◽

2021 ◽

Author(s):

Zhigang Li ◽

Jialin Wang ◽

Difei Cao ◽

Yingqi Li ◽

Xiaochuan Sun ◽

...

Keyword(s):

Neural Activation ◽

Environment Monitoring ◽

Echo State Networks ◽

Ocean Environment

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Echo State Networks used for Motor Control

Proceedings of the 2005 IEEE International Conference on Robotics and Automation ◽

10.1109/robot.2005.1570399 ◽

2006 ◽

Author(s):

M. Salmen ◽

P.G. Ploger

Keyword(s):

Motor Control ◽

Echo State Networks

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Readouts for echo-state networks built using locally regularized orthogonal forward regression

Journal of Applied Statistics ◽

10.1080/02664763.2017.1305331 ◽

2017 ◽

Vol 45 (4) ◽

pp. 740-762 ◽

Author(s):

Ján Dolinský ◽

Kei Hirose ◽

Sadanori Konishi

Keyword(s):

Echo State Networks

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Utilizing online learning based on echo-state networks for the control of a hydraulic excavator

Mechatronics ◽

10.1016/j.mechatronics.2014.10.004 ◽

2014 ◽

Vol 24 (8) ◽

pp. 986-1000 ◽

Author(s):

Jaemann Park ◽

Dongsoo Cho ◽

Seunghyun Kim ◽

Young Bum Kim ◽

Pan Young Kim ◽

...

Keyword(s):

Online Learning ◽

Hydraulic Excavator ◽

Echo State Networks

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Echo state networks for online, multi-step MPC relevant identification

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104596 ◽

2022 ◽

Vol 108 ◽

pp. 104596

Author(s):

Bernardo B. Schwedersky ◽

Rodolfo C.C. Flesch ◽

Samuel B. Rovea

Keyword(s):

Echo State Networks

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Analysis of Tensor-Based Image Segmentation Using Echo State Networks

Modelling and Simulation for Autonomous Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-14984-0_36 ◽

2019 ◽

pp. 490-499

Author(s):

Charles Donkor ◽

Emmanuel Sam ◽

Sebastián Basterrech

Keyword(s):

Image Segmentation ◽

Echo State Networks

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