Publications
Key references
See my publications also at Google Scholar
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.

Learning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization. Neural Networks. 25:178-190.
(2.77 MB) .
2012.

Reservoir Computing Architectures for Modeling Robot Navigation Systems.
(21.33 MB) .
2011.

Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing. Neural Processing Letters. 26:233–249.
(8.43 MB) .
2007.

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. Recurrent Dynamical Projection for Time series-based Fraud detection. International Conference on Artificial Neural Networks (ICANN). :503-511.
(372.58 KB)
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2017. 