GitHub - stefanonardo/echo-state-network: Matlab implementation of Echo State Network (reservoir computing)
The combination of circle topology and leaky integrator neurons remarkably improves the performance of echo state network on time series prediction | PLOS ONE
![Energies | Free Full-Text | Echo State Network with Bayesian Regularization for Forecasting Short-Term Power Production of Small Hydropower Plants | HTML Energies | Free Full-Text | Echo State Network with Bayesian Regularization for Forecasting Short-Term Power Production of Small Hydropower Plants | HTML](https://www.mdpi.com/energies/energies-08-12228/article_deploy/html/images/energies-08-12228-g001.png)
Energies | Free Full-Text | Echo State Network with Bayesian Regularization for Forecasting Short-Term Power Production of Small Hydropower Plants | HTML
![Design of a reservoir for cloud-enabled echo state network with high clustering coefficient | EURASIP Journal on Wireless Communications and Networking | Full Text Design of a reservoir for cloud-enabled echo state network with high clustering coefficient | EURASIP Journal on Wireless Communications and Networking | Full Text](https://media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs13638-020-01672-x/MediaObjects/13638_2020_1672_Fig2_HTML.png)
Design of a reservoir for cloud-enabled echo state network with high clustering coefficient | EURASIP Journal on Wireless Communications and Networking | Full Text
![Echo state network and variational autoencoder for efficient one-class learning on dynamical systems - IOS Press Echo state network and variational autoencoder for efficient one-class learning on dynamical systems - IOS Press](https://content.iospress.com/media/ifs/2018/34-6/ifs-34-6-ifs169552/ifs-34-ifs169552-g001.jpg?width=755)
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems - IOS Press
![Predicting the fMRI signal fluctuation with echo-state neural networks trained on vascular network dynamics | bioRxiv Predicting the fMRI signal fluctuation with echo-state neural networks trained on vascular network dynamics | bioRxiv](https://www.biorxiv.org/content/biorxiv/early/2019/10/17/807966/F4.large.jpg)
Predicting the fMRI signal fluctuation with echo-state neural networks trained on vascular network dynamics | bioRxiv
![Electronics | Free Full-Text | Modified Echo State Network Enabled Dynamic Duty Cycle for Optimal Opportunistic Routing in EH-WSNs Electronics | Free Full-Text | Modified Echo State Network Enabled Dynamic Duty Cycle for Optimal Opportunistic Routing in EH-WSNs](https://www.mdpi.com/electronics/electronics-09-00098/article_deploy/html/images/electronics-09-00098-g001.png)
Electronics | Free Full-Text | Modified Echo State Network Enabled Dynamic Duty Cycle for Optimal Opportunistic Routing in EH-WSNs
![PDF] A Reservoir Computing approach to Image Classification using Coupled Echo State and BackPropagation Neural Networks | Semantic Scholar PDF] A Reservoir Computing approach to Image Classification using Coupled Echo State and BackPropagation Neural Networks | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/467e6e22ea13a58bfbc3db825f7e33623271789c/2-Figure1-1.png)
PDF] A Reservoir Computing approach to Image Classification using Coupled Echo State and BackPropagation Neural Networks | Semantic Scholar
![PDF] Spiking Echo State Convolutional Neural Network for Robust Time Series Classification | Semantic Scholar PDF] Spiking Echo State Convolutional Neural Network for Robust Time Series Classification | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/fd84daef5cc5a4dde36a901d1f0d2822dcfabe39/4-Figure3-1.png)
PDF] Spiking Echo State Convolutional Neural Network for Robust Time Series Classification | Semantic Scholar
![Consistency in echo-state networks: Chaos: An Interdisciplinary Journal of Nonlinear Science: Vol 29, No 2 Consistency in echo-state networks: Chaos: An Interdisciplinary Journal of Nonlinear Science: Vol 29, No 2](https://aip.scitation.org/action/showOpenGraphArticleImage?doi=10.1063/1.5079686&id=images/medium/1.5079686.figures.online.highlight_f1.jpg)
Consistency in echo-state networks: Chaos: An Interdisciplinary Journal of Nonlinear Science: Vol 29, No 2
Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoder for Efficient Data Representations
![Applied Sciences | Free Full-Text | Echo State Network Based Model Predictive Control for Active Vibration Control of Hybrid Electric Vehicle Powertrains Applied Sciences | Free Full-Text | Echo State Network Based Model Predictive Control for Active Vibration Control of Hybrid Electric Vehicle Powertrains](https://www.mdpi.com/applsci/applsci-11-06621/article_deploy/html/images/applsci-11-06621-g003.png)