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Mantas Lukoševičius
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Year
Reservoir computing approaches to recurrent neural network training
M Lukoševičius, H Jaeger
Computer Science Review 3 (3), 127-149, 2009
29032009
A practical guide to applying echo state networks
M Lukoševičius
Neural Networks: Tricks of the Trade: Second Edition, 659-686, 2012
9982012
Optimization and applications of echo state networks with leaky-integrator neurons
H Jaeger, M Lukoševičius, D Popovici, U Siewert
Neural networks 20 (3), 335-352, 2007
9702007
Reservoir computing trends
M Lukoševičius, H Jaeger, B Schrauwen
KI-Künstliche Intelligenz 26, 365-371, 2012
4432012
Overview of reservoir recipes
M Lukoševičius, H Jaeger
Jacobs University Bremen technical report, 2007
56*2007
Time warping invariant echo state networks
M Lukoševičius, D Popovici, H Jaeger, U Siewert
Technical Report, 2006
532006
On self-organizing reservoirs and their hierarchies
M Lukoševičius
Jacobs University Bremen, Tech. Rep, 2010
362010
Reservoir computing and self-organized neural hierarchies
M Lukoševičius
School of Engineering and Science, Jacobs University Bremen, 2012
352012
Echo state networks with trained feedbacks
M Lukoševičius
Technical report, 2007
352007
Noninvasive fetal QRS detection using an echo state network and dynamic programming
M Lukoševičius, V Marozas
Physiological measurement 35 (8), 1685, 2014
252014
Noninvasive fetal QRS detection using echo state network
M Lukoševičius, V Marozas
Computing in Cardiology Conference (CinC), 2013, 205-208, 2013
242013
Efficient implementations of echo state network cross-validation
M Lukoševičius, A Uselis
Cognitive computation, 1-15, 2021
212021
Efficient cross-validation of echo state networks
M Lukoševičius, A Uselis
Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019
212019
Localized convolutional neural networks for geospatial wind forecasting
A Uselis, M Lukoševičius, L Stasytis
Energies 13 (13), 3440, 2020
152020
Development of teleconsultations systems for e-health
V Marozas, R Jurkonis, A Kazla, M Lukoševičius, A Lukoševičius, ...
Studies in health technology and informatics 105, 337-348, 2004
152004
Correcting diacritics and typos with a ByT5 transformer model
L Stankevičius, M Lukoševičius, J Kapočiūtė-Dzikienė, M Briedienė, ...
Applied Sciences 12 (5), 2636, 2022
142022
Testing pre-trained Transformer models for Lithuanian news clustering
L Stankevičius, M Lukoševičius
arXiv preprint arXiv:2004.03461, 2020
92020
Reservoir computing approaches to recurrent neural network training. Comp Sci Rev
M Lukosevicius, H Jaeger
52009
Human Sport Activities Recognition and Registration from Portable Device
B Zokas, M Lukoševičius
SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and …, 2018
42018
Self-organized reservoirs and their hierarchies
M Lukoševičius
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
42012
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Articles 1–20