Follow
Sebastián Basterrech
Sebastián Basterrech
Department of Applied Mathematics and Computer Science, Technical University of Denmark
Verified email at dtu.dk - Homepage
Title
Cited by
Cited by
Year
Levenberg—Marquardt Training Algorithms for Random Neural Networks
S Basterrech, S Mohammed, G Rubino, M Soliman
The Computer Journal 54 (1), 125-135, 2011
832011
Neural networks for emotion recognition based on eye tracking data
C Aracena, S Basterrech, V Snáel, J Velásquez
2015 IEEE International Conference on Systems, Man, and Cybernetics, 2632-2637, 2015
772015
An experimental analysis of the echo state network initialization using the particle swarm optimization
S Basterrech, E Alba, V Snášel
2014 sixth world congress on nature and biologically inspired computing …, 2014
372014
Echo State Queueing Network: A new Reservoir Computing learning tool
S Basterrech, G Rubino
Consumer Communications and Networking Conference (CCNC), 2013 IEEE, 118 - 123, 2013
352013
Self-organizing Maps and Scale-invariant Maps in Echo State Networks
S Basterrech, C Fyfe, G Rubino
Intelligent Systems Design and Applications (ISDA), 2011 11th International …, 2011
342011
Empirical Analysis of the Necessary and Sufficient Conditions of the Echo State Property
S Basterrech
2017 International Joint Conference on Neural Networks (IJCNN),, 2017
202017
Random neural network model for supervised learning problems
S Basterrech, G Rubino
Neural Network World 25 (5), 457-499, 2015
15*2015
Echo state queueing networks: a combination of reservoir computing and random neural networks
S Basterrech, G Rubino
Probability in the Engineering and Informational Sciences 31 (4), 457-476, 2017
132017
A nature-inspired biomarker for mental concentration using a single-channel EEG
S Basterrech, P Krömer
Neural Computing and Applications 32 (12), 7941-7956, 2020
122020
Nature-inspired algorithms for selecting EEG sources for motor imagery based BCI
S Basterrech, P Bobrov, A Frolov, D Husek
Artificial Intelligence and Soft Computing: 14th International Conference …, 2015
122015
A study of the multi-trip vehicle routing problem with time windows and heterogeneous fleet
F Despaux, S Basterrech
2014 14th International Conference on Intelligent Systems Design and …, 2014
112014
Optimal design of neural tree for solar power prediction
S Basterrech, L Prokop, T Buriánek, S Mišák
Proceedings of the 2014 15th International Scientific Conference on Electric …, 2014
112014
Initializing Echo State Networks with topographic maps
S Basterrech, C Fyfe, G Rubino
Second International Conference on Morphological Computation (ICMC 2011 …, 2011
112011
Hidden Markov models for gene sequence classification: Classifying the VSG gene in the Trypanosoma brucei genome
A Mesa, S Basterrech, G Guerberoff, F Alvarez-Valin
Pattern Analysis and Applications 19, 793-805, 2016
102016
Multi-trip vehicle routing problem with time windows and heterogeneous fleet
F Despaux, S Basterrech
International Journal of Computer Information Systems and Industrial …, 2016
102016
Irradiance prediction using echo state queueing networks and differential polynomial neural networks
S Basterrech, L Zjavka, L Prokop, S Mišák
2013 13th International Conference on Intellient Systems Design and …, 2013
92013
Single-sided real-time PESQ score estimation
S Basterrech, G Rubino, M Varela
Measurement of Speech, Audio, and Video Quality in Networks (MESAQIN2009), 94-99, 2009
92009
Tracking changes using Kullback-Leibler divergence for the continual learning
S Basterrech, M Woźniak
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
82022
Initializing reservoirs with exhibitory and inhibitory signals using unsupervised learning techniques
S Basterrech, V Snášel
ACM - Symposium on Information and Communication Technology, 53-60, 2013
82013
Solar Irradiance Estimation Using the Echo State Network and the Flexible Neural Tree
S Basterrech, T Buriánek
Intelligent Data Analysis and its Applications, Volume I, 475-484, 2014
72014
The system can't perform the operation now. Try again later.
Articles 1–20