Eric Antonelo
Title
Cited by
Cited by
Year
Event detection and localization for small mobile robots using reservoir computing
EA Antonelo, B Schrauwen, D Stroobandt
Neural Networks 21 (6), 862-871, 2008
932008
Generative modeling of autonomous robots and their environments using reservoir computing
EA Antonelo, B Schrauwen, J Van Campenhout
Neural Processing Letters 26 (3), 233-249, 2007
482007
On learning navigation behaviors for small mobile robots with reservoir computing architectures
EA Antonelo, B Schrauwen
IEEE transactions on neural networks and learning systems 26 (4), 763-780, 2014
432014
Event detection and localization in mobile robot navigation using reservoir computing
EA Antonelo, B Schrauwen, X Dutoit, D Stroobandt, M Nuttin
International Conference on Artificial Neural Networks, 660-669, 2007
332007
Echo State Networks for data-driven downhole pressure estimation in gas-lift oil wells
EA Antonelo, E Camponogara, B Foss
Neural Networks 85, 106-117, 2017
322017
Mobile robot control in the road sign problem using reservoir computing networks
E Antonelo, B Schrauwen, D Stroobandt
2008 IEEE International Conference on Robotics and Automation, 911-916, 2008
302008
Supervised learning of internal models for autonomous goal-oriented robot navigation using reservoir computing
EA Antonelo, B Schrauwen
2010 IEEE International Conference on Robotics and Automation, 2959-2964, 2010
242010
Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network
E Antonelo, B Schrauwen, D Stroobandt
2008 IEEE International Conference on Systems, Man and Cybernetics, 1843-1848, 2008
182008
Modular neural network and classical reinforcement learning for autonomous robot navigation: Inhibiting undesirable behaviors
EA Antonelo, AJ Baerveldt, T Rognvaldsson, M Figueiredo
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
182006
Learning slow features with reservoir computing for biologically-inspired robot localization
E Antonelo, B Schrauwen
Neural Networks 25, 178-190, 2012
152012
Intelligent autonomous navigation for mobile robots: spatial concept acquisition and object discrimination
EA Antonelo, M Figueiredo, AJ Baerveldt, R Calvo
2005 International Symposium on Computational Intelligence in Robotics and …, 2005
142005
Modular reservoir computing networks for imitation learning of multiple robot behaviors
T Waegeman, E Antonelo, F Wyffels, B Schrauwen
2009 IEEE International Symposium on Computational Intelligence in Robotics …, 2009
132009
Unsupervised learning in reservoir computing: Modeling hippocampal place cells for small mobile robots
EA Antonelo, B Schrauwen
International Conference on Artificial Neural Networks, 747-756, 2009
122009
Evolutionary fuzzy system for architecture control in a constructive neural network
R Calvo, M Figueiredo, EA Antonelo
2005 International Symposium on Computational Intelligence in Robotics and …, 2005
112005
Towards autonomous self-localization of small mobile robots using reservoir computing and slow feature analysis
E Antonelo, B Schrauwen
2009 IEEE International Conference on Systems, Man and Cybernetics, 3818-3823, 2009
82009
Experiments with reservoir computing on the road sign problem
E Antonelo, B Schrauwen, D Stroobandt
Proceedings of the VIII Brazilian Congress on Neural Networks (CBRN …, 2007
72007
Imitation learning of an intelligent navigation system for mobile robots using reservoir computing
EA Antonelo, B Schrauwen, D Stroobandt
2008 10th Brazilian Symposium on Neural Networks, 93-98, 2008
62008
Predicting air compressor failures with echo state networks
Y Fan, SL Nowaczyk, T Rögnvaldsson, EA Antonelo
Third European Conference of the Prognostics and Health Management Society …, 2016
52016
Nonlinear model predictive control of an oil well with echo state networks
JP Jordanou, E Camponogara, EA Antonelo, S de Aguiar, M Aurelio
IFAC-PapersOnLine 51, 13-18, 2018
42018
Reservoir Computing for Detection of Steady State in Performance Tests of Compressors
EA Antonelo, CA Flesch, F Schmitz
Neurocomputing 275, 598-607, 2018
42018
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