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Andrés Espinal
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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
412017
Quadrupedal robot locomotion: a biologically inspired approach and its hardware implementation
A Espinal, H Rostro-Gonzalez, M Carpio, EI Guerra-Hernandez, ...
Computational Intelligence and Neuroscience 2016 (1), 5615618, 2016
402016
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
232019
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
232016
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
162021
Comparison of PSO and DE for training neural networks
A Espinal, M Sotelo-Figueroa, JA Soria-Alcaraz, M Ornelas, H Puga, ...
2011 10th Mexican International Conference on Artificial Intelligence, 83-87, 2011
142011
Comparison of metaheuristic optimization algorithms for dimensional synthesis of a spherical parallel manipulator
JA Leal-Naranjo, JA Soria-Alcaraz, CR Torres-San Miguel, ...
Mechanism and Machine Theory 140, 586-600, 2019
132019
Evolvability metric estimation by a parallel perceptron for on-line selection hyper-heuristics
JA Soria-Alcaraz, A Espinal, MA Sotelo-Figueroa
IEEE Access 5, 7055-7063, 2017
132017
A SpiNNaker application: design, implementation and validation of SCPGs
B Cuevas-Arteaga, JP Dominguez-Morales, H Rostro-Gonzalez, ...
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
132017
Implementación de algoritmos de inteligencia artificial para el entrenamiento de redes neuronales de segunda generación
SET Sánchez, MO Rodríguez, AE Jiménez, HJP Soberanes
Jóvenes en la Ciencia 2, 6-10, 2016
132016
Partially-connected artificial neural networks developed by grammatical evolution for pattern recognition problems
O Quiroz-Ramírez, A Espinal, M Ornelas-Rodríguez, A Rojas-Domínguez, ...
Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical …, 2018
102018
Symbolic regression by means of grammatical evolution with estimation distribution algorithms as search engine
MA Sotelo-Figueroa, A Hernández-Aguirre, A Espinal, JA Soria-Alcaraz, ...
Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical …, 2018
102018
Comparing Evolutionary Strategy Algorithms for Training Spiking Neural Networks.
JS Altamirano, M Ornelas, A Espinal, R Santiago-Montero, H Puga, ...
Res. Comput. Sci. 96, 9-17, 2015
92015
Comparing metaheuristic algorithms on the training process of spiking neural networks
A Espinal, M Carpio, M Ornelas, H Puga, P Melin, M Sotelo-Figueroa
Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 391-403, 2014
92014
A methodology for classifying search operators as intensification or diversification heuristics
JA Soria-Alcaraz, G Ochoa, A Espinal, MA Sotelo-Figueroa, ...
Complexity 2020 (1), 2871835, 2020
62020
Symmetric-approximation energy-based estimation of distribution (SEED): A continuous optimization algorithm
J de Anda-Suárez, JM Carpio-Valadez, HJ Puga-Soberanes, ...
IEEE Access 7, 154859-154871, 2019
62019
Developing architectures of spiking neural networks by using grammatical evolution based on evolutionary strategy
A Espinal, M Carpio, M Ornelas, H Puga, P Melín, M Sotelo-Figueroa
Pattern Recognition: 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June …, 2014
62014
Statistical comparative between selection rules for adaptive operator selection in vehicle routing and multi-knapsack problems
JA Soria-Alcaraz, MA Sotelo-Figueroa, A Espinal
Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical …, 2018
42018
26th annual computational neuroscience meeting (CNS* 2017): Part 3
AJH Newton, AH Seidenstein, RA McDougal, A Pérez-Cervera, G Huguet, ...
BMC Neuroscience 18, 1-82, 2017
42017
Generating bin packing heuristic through grammatical evolution based on bee swarm optimization
MA Sotelo-Figueroa, HJP Soberanes, JM Carpio, HJ Fraire Huacuja, ...
Nature-Inspired Design of Hybrid Intelligent Systems, 655-671, 2017
32017
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