Horacio Rostro-Gonzalez
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
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
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 (1), 708034, 2015
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
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
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
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
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
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
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 (1), 9817305, 2017
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
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 (1), 4182639, 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
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 (1), 8015156, 2020
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
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
Fast parabola detection using estimation of distribution algorithms
JJ Guerrero-Turrubiates, I Cruz-Aceves, S Ledesma, ...
Computational and Mathematical Methods in Medicine 2017 (1), 6494390, 2017
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 (1), 190304, 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
The role of the asymptotic dynamics in the design of FPGA-based hardware implementations of gIF-type neural networks
H Rostro-Gonzalez, B Cessac, B Girau, C Torres-Huitzil
Journal of Physiology-Paris 105 (1-3), 91-97, 2011
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