Scientific publications

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Arnas Uselis; Mantas Lukoševičius; Lukas Stasytis

Localized convolutional neural networks for geospatial wind forecasting Journal Article

Energies, 13 (13), pp. 3440, 2020, (source code available).

Links | BibTeX | Tags: Deep learning, Geospatial, Source code available

Mantas Lukoševičius; Arnas Uselis

Efficient implementations of echo state network cross-validation Journal Article Forthcoming

Forthcoming, (source code available).

Links | BibTeX | Tags: Reservoir computing, Source code available

Mantas Lukoševičius; Vaidotas Marozas

Noninvasive fetal QRS detection using an echo state network and dynamic programming Journal Article

Physiological Measurement, 35 (8), pp. 1685, 2014, (source code available).

Links | BibTeX | Tags: Biomedicine, Reservoir computing, Source code available

Mantas Lukoševičius; Vaidotas Marozas

Noninvasive Fetal QRS Detection using Echo State Network Inproceedings

Proceedings of Computing in Cardiology 2013, pp. 205-208, 2013, (source code available).

Links | BibTeX | Tags: Biomedicine, Reservoir computing, Source code available

Mantas Lukoševičius

A practical guide to applying echo state networks Incollection

Grégoire Montavon; Geneviève B. Orr; Klaus-Robert Müller (Ed.): Neural Networks: Tricks of the Trade, 2nd Edition, 7700 , pp. 659-686, Springer, 2012, ISBN: 978-3-642-35288-1, (simple source code samples available).

Links | BibTeX | Tags: Reservoir computing, Source code available

Herbert Jaeger; Mantas Lukoševičius; Dan Popovici; Udo Siewert

Optimization and applications of echo state networks with leaky-integrator neurons Journal Article

Neural Networks, 20 (3), pp. 335-352, 2007, (source code available).

Links | BibTeX | Tags: Reservoir computing, Source code available

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My publications in Google Scholar.