Methodology for fault detection in induction motors via sound and vibration signals PA Delgado-Arredondo, D Morinigo-Sotelo, RA Osornio-Rios, ... Mechanical Systems and Signal Processing 83, 568-589, 2017 | 259 | 2017 |
A CPG system based on spiking neurons for hexapod robot locomotion H Rostro-Gonzalez, PA Cerna-Garcia, G Trejo-Caballero, ... Neurocomputing 170, 47-54, 2015 | 64 | 2015 |
Comparative study of time-frequency decomposition techniques for fault detection in induction motors using vibration analysis during startup transient PA Delgado-Arredondo, A Garcia-Perez, D Morinigo-Sotelo, ... Shock and Vibration 2015, 2015 | 47 | 2015 |
A FPGA-based neuromorphic locomotion system for multi-legged robots EI Guerra-Hernandez, A Espinal, P Batres-Mendoza, CH Garcia-Capulin, ... IEEE Access 5, 8301-8312, 2017 | 39 | 2017 |
Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation PM A. Espinal, H. Rostro-Gonzalez, M. Carpio, E. I. Guerra-Hernandez, M ... Computational Intelligence and Neuroscience 2016 (5615618), 13, 2016 | 39 | 2016 |
A hierarchical genetic algorithm approach for curve fitting with B-splines CH Garcia-Capulin, FJ Cuevas, G Trejo-Caballero, H Rostro-Gonzalez Genetic programming and evolvable machines 16, 151-166, 2015 | 30 | 2015 |
Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform A Patino-Saucedo, H Rostro-Gonzalez, T Serrano-Gotarredona, ... Neural Networks 121, 319-328, 2020 | 29 | 2020 |
Quaternion-based signal analysis for motor imagery classification from electroencephalographic signals P Batres-Mendoza, CR Montoro-Sanjose, EI Guerra-Hernandez, ... Sensors 16 (3), 336, 2016 | 29 | 2016 |
How Gibbs distributions may naturally arise from synaptic adaptation mechanisms. A model-based argumentation B Cessac, H Rostro, JC Vasquez, T Viéville Journal of Statistical Physics 136, 565-602, 2009 | 29 | 2009 |
Evolutionary spiking neural networks for solving supervised classification problems G López-Vázquez, M Ornelas-Rodriguez, A Espinal, JA Soria-Alcaraz, ... Computational intelligence and neuroscience 2019, 2019 | 22 | 2019 |
Design of spiking central pattern generators for multiple locomotion gaits in hexapod robots by christiansen grammar evolution A Espinal, H Rostro-Gonzalez, M Carpio, EI Guerra-Hernandez, ... Frontiers in neurorobotics 10, 6, 2016 | 22 | 2016 |
Motor imagery classification based on a recurrent-convolutional architecture to control a hexapod robot T Mwata-Velu, J Ruiz-Pinales, H Rostro-Gonzalez, MA Ibarra-Manzano, ... Mathematics 9 (6), 606, 2021 | 20 | 2021 |
An efficient combination among sMRI, CSF, cognitive Score, and APOE ε4 biomarkers for classification of AD and MCI using extreme learning machine U Khatri, GR Kwon Computational intelligence and neuroscience 2020, 2020 | 20 | 2020 |
Improving EEG-based motor imagery classification for real-time applications using the QSA method P Batres-Mendoza, MA Ibarra-Manzano, EI Guerra-Hernandez, ... Computational intelligence and neuroscience 2017, 2017 | 20 | 2017 |
Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation A Patino-Saucedo, H Rostro-Gonzalez, J Conradt International Conference on Neural Information Processing (ICONIP 2018 …, 2018 | 19 | 2018 |
Fast Parabola Detection Using Estimation of Distribution Algorithms. J de Jesus Guerrero-Turrubiates, I Cruz-Aceves, S Ledesma, ... Comput. Math. Methods Medicine 2017, 6494390:1-6494390:13, 2017 | 17 | 2017 |
Imaginary finger movements decoding using empirical mode decomposition and a stacked BiLSTM architecture T Mwata-Velu, JG Avina-Cervantes, JM Cruz-Duarte, H Rostro-Gonzalez, ... Mathematics 9 (24), 3297, 2021 | 16 | 2021 |
Multiple active contours guided by differential evolution for medical image segmentation I Cruz-Aceves, JG Avina-Cervantes, JM Lopez-Hernandez, ... Computational and mathematical methods in medicine 2013, 2013 | 16 | 2013 |
Biologically-inspired legged robot locomotion controlled with a BCI by means of cognitive monitoring P Batres-Mendoza, EI Guerra-Hernandez, A Espinal, E Pérez-Careta, ... IEEE Access 9, 35766-35777, 2021 | 15 | 2021 |
Parallel hierarchical genetic algorithm for scattered data fitting through B-splines JE Lara-Ramirez, CH Garcia-Capulin, MJ Estudillo-Ayala, ... Applied sciences 9 (11), 2336, 2019 | 15 | 2019 |