Publications
Key references
See my publications also at Google Scholar
Physics-Informed Neural Nets for Control of Dynamical Systems. Neurocomputing. 579
(1014.48 KB) .
2024.
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On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures. IEEE Transactions on Neural Networks and Learning Systems. 26:763-780.
(5.14 MB) .
2015.
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Learning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization. Neural Networks. 25:178-190.
(2.77 MB) .
2012.
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Reservoir Computing Architectures for Modeling Robot Navigation Systems.
(21.33 MB) .
2011.
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Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing. Neural Processing Letters. 26:233–249.
(8.43 MB) .
2007.
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Predicting Air Compressor Failures with Echo State Networks. Third European Conference of the Prognostics and Health Management Society 2016, Bilbao, Spain, 5-8 July, 2016.
(3.81 MB)
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2016. ![application/pdf](/modules/file/icons/application-pdf.png)