Scientific publications

Show all

Ana Santos Rodrigues; Rytis Augustauskas; Mantas Lukoševičius; Pablo Laguna; Vaidotas Marozas

Deep-learning-based estimation of the spatial QRS-T angle from reduced-lead ECGs Journal Article

In: Sensors, vol. 22, no. 14, pp. 5414, 2022, ISSN: 1424-8220.

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

Lukas Stankevičius; Mantas Lukoševičius

Towards Lithuanian grammatical error correction Inproceedings

In: Radek Silhavy (Ed.): Artificial Intelligence Trends in Systems, pp. 490–503, Springer, Cham, 2022, ISBN: 978-3-031-09076-9.

Links | BibTeX | Tags: Deep learning, Natural language processing, Source code available

Lukas Stankevičius; Mantas Lukoševičius

Generating abstractive summaries of Lithuanian news articles using a transformer model Inproceedings

In: International Conference on Information and Software Technologies - ICIST 2021, pp. 341–352, Springer, Cham, 2021, ISBN: 978-3-030-88304-1.

Links | BibTeX | Tags: Deep learning, Natural language processing, Source code available

Mantas Lukoševičius; Arnas Uselis

Efficient implementations of echo state network cross-validation Journal Article

In: Cognitive Computation, pp. 1-15, 2021, ISSN: 1866-9964.

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

Arnas Uselis; Mantas Lukoševičius; Lukas Stasytis

Localized convolutional neural networks for geospatial wind forecasting Journal Article

In: Energies, vol. 13, no. 13, pp. 3440, 2020, (source code available).

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

Mantas Lukoševičius; Vaidotas Marozas

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

In: Physiological Measurement, vol. 35, no. 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

In: 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

In: Grégoire Montavon; Geneviève B. Orr; Klaus-Robert Müller (Ed.): Neural Networks: Tricks of the Trade, 2nd Edition, vol. 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

In: Neural Networks, vol. 20, no. 3, pp. 335-352, 2007, (source code available).

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

Local versions of paywalled articles are preprints.

My publications in Google Scholar.