Publications
Key references
See my publications also at Google Scholar
Physics-Informed Neural Nets for Control of Dynamical Systems. Neurocomputing. 579
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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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It is double pleasure to deceive the deceiver: disturbing classifiers against adversarial attacks. 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC). :160-165.
(544.72 KB)
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2020. ![application/pdf](/modules/file/icons/application-pdf.png)
Intelligent autonomous navigation for mobile robots: spatial concept acquisition and object discrimination. Proceedings of the 6th IEEE International Symposium on Computational Intelligence in Robotics and Automation. :553-557.
(138.33 KB)
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2005. ![application/pdf](/modules/file/icons/application-pdf.png)
On importance weighting for electric fraud detection with dataset shifts. IEEE International Conference on Systems, Man, and Cybernetics (SMC). :3215-3222.
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2019. Imitation Learning of an Intelligent Navigation System for Mobile Robots using Reservoir Computing. Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN). :93-98.
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2008. ![application/pdf](/modules/file/icons/application-pdf.png)