Scientific publications

Stankevičius, Lukas; Lukoševičius, Mantas

Lithuanian news clustering using document embeddings Inproceedings

In: Proceedings of the IVUS 2019, pp. 136-140, Kaunas, Lithuania, 2019, ISSN: 2029-4824.

Links | BibTeX | Tags: Text Processing

Čiurlionis, Aivaras; Lukoševičius, Mantas

Nowcasting precipitation using weather radar data for Lithuania: the first results Inproceedings

In: SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics, pp. 55-60, CEUR, 2018.

Links | BibTeX | Tags: Deep Learning

Krušna, Ąžuolas; Lukoševičius, Mantas

Predicting Mozart’s next note via echo state networks Inproceedings

In: SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics, pp. 84-91, CEUR, 2018.

Links | BibTeX | Tags: Reservoir Computing

Butkus, Liutauras; Lukoševičius, Mantas

A polite robot: visual handshake recognition using deep learning Inproceedings

In: SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics, pp. 78-83, CEUR, 2018.

Links | BibTeX | Tags: Deep Learning

Zokas, Bernardas; Lukoševičius, Mantas

Human sport activities recognition and registration from portable device Inproceedings

In: SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics, pp. 61-65, CEUR, 2018.

Links | BibTeX | Tags: Biomedicine

Pranckaitis, Vilius; Lukoševičius, Mantas

Clustering of Lithuanian news articles Inproceedings

In: Proceedings of the IVUS 2017, pp. 27-32, Kaunas, Lithuania, 2017.

Links | BibTeX | Tags: Text Processing

Lukoševičius, Mantas; Marozas, Vaidotas

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

In: Physiological Measurement, 35 (8), pp. 1685, 2014.

Links | BibTeX | Tags: Biomedicine, Reservoir Computing

Lukoševičius, Mantas; Marozas, Vaidotas

Noninvasive Fetal QRS Detection using Echo State Network Inproceedings

In: Proceedings of Computing in Cardiology 2013, pp. 205-208, 2013.

Links | BibTeX | Tags: Biomedicine, Reservoir Computing

Kriščiukaitis, Algimantas; Lukoševičius, Mantas; Petrolis, Robertas; Marozas, Vaidotas; Daukantas, Saulius; Gintautas, Vladas; Lukoševičius, Arūnas

Wearable system concept for monitoring of maternal and fetal heart activity Inproceedings

In: Proceedings of the 17th International Conference ``Biomedical Engineering'', pp. 36-40, Kaunas, 2013.

Links | BibTeX | Tags: Biomedicine

Lukoševičius, Mantas

A practical guide to applying echo state networks Incollection

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

Links | BibTeX | Tags: Reservoir Computing

Lukoševičius, Mantas

Self-organized reservoirs and their hierarchies Inproceedings

In: Artificial Neural Networks and Machine Learning – ICANN 2012, pp. 587-595, Springer, Berlin, Heidelberg, 2012.

Links | BibTeX | Tags: Deep Learning, Reservoir Computing

Lukoševičius, Mantas; Jaeger, Herbert; Schrauwen, Benjamin

Reservoir Computing Trends Journal Article

In: KI - Künstliche Intelligenz, 26 (4), pp. 365–371, 2012, ISSN: 1610-1987.

Links | BibTeX | Tags: Reservoir Computing

Lukoševičius, Mantas

Reservoir Computing and Self-Organized Neural Hierarchies PhD Thesis

Jacobs University Bremen, 2011.

Links | BibTeX | Tags: Deep Learning, Reservoir Computing

Lukoševičius, Mantas

On self-organizing reservoirs and their hierarchies Technical Report

Jacobs University Bremen (No. 25), 2010.

Links | BibTeX | Tags: Deep Learning, Reservoir Computing

Daukantas, Saulius; Lukoševičius, Mantas; Marozas, Vaidotas; Lukoševičius, Arūnas

Comparison of "black box" and "gray box" methods for lost data reconstruction in multichannel signals Inproceedings

In: Proceedings of the 14th International Conference "Biomedical Engineering", pp. 135-138, Kaunas, 2010.

Links | BibTeX | Tags: Biomedicine, Reservoir Computing

Lukoševičius, Mantas; Jaeger, Herbert

Reservoir computing approaches to recurrent neural network training Journal Article

In: Computer Science Review, 3 (3), pp. 127-149, 2009, ISSN: 1574-0137.

Links | BibTeX | Tags: Reservoir Computing

Lukoševičius, Mantas

Echo State Networks with Trained Feedbacks Technical Report

Jacobs University Bremen (No. 4), 2007.

Links | BibTeX | Tags: Reservoir Computing

Jaeger, Herbert; Lukoševičius, Mantas; Popovici, Dan; Siewert, Udo

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

In: Neural Networks, 20 (3), pp. 335-352, 2007.

Links | BibTeX | Tags: Reservoir Computing

Lukoševičius, Mantas; Jaeger, Herbert

Overview of Reservoir Recipes Technical Report

Jacobs University Bremen (No. 11), 2007.

Links | BibTeX | Tags: Reservoir Computing

Lukoševičius, Mantas; Popovici, Dan; Jaeger, Herbert; Siewert, Udo

Time Warping Invariant Echo State Networks Technical Report

Jacobs University Bremen (No. 2), 2006.

Links | BibTeX | Tags: Reservoir Computing

Marozas, Vaidotas; Jurkonis, Rytis; Kazla, Algirdas; Lukoševičius, Mantas; Lukoševičius, Arūnas; Gelžinis, Adas; Jegelevičius, Darius

Development of teleconsultations systems for e-health Journal Article

In: Studies in health technology and informatics, 105 , pp. 337-348, 2004.

Links | BibTeX | Tags: Biomedicine

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