Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy. - Andrés Espinal; Juan Martín Carpio; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (MCPR, 2014)

Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks. - Andrés Espinal; Juan Martín Carpio Valadez; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Comparing Evolutionary Strategy Algorithms for Training Spiking Neural Networks. - José S. Altamirano; Manuel Ornelas; Andrés Espinal; Raúl Santiago-Montero; Héctor Puga; Juan Martín Carpio; Sergio Tostado (Res. Comput. Sci., 2015)

Evolución diferencial con perturbaciones Gaussianas. - Marco Aurelio Sotelo-Figueroa; Arturo Hernández Aguirre; Andrés Espinal; Jorge Alberto Soria-Alcaraz (Res. Comput. Sci., 2015)

Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks. - Andrés Espinal; Juan Martín Carpio Valadez; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. - Andrés Espinal; Horacio Rostro-González; Juan Martín Carpio Valadez; Erick Israel Guerra-Hernandez; Manuel Ornelas; Héctor José Puga Soberanes; Marco Aurelio Sotelo-Figueroa; Patricia Melin (Comput. Intell. Neurosci., 2016)

Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution. - Andrés Espinal; Horacio Rostro-González; Juan Martín Carpio; Erick Israel Guerra-Hernandez; Manuel Ornelas; Marco Aurelio Sotelo-Figueroa (Frontiers Neurorobotics, 2016)

A SpiNNaker Application: Design, Implementation and Validation of SCPGs. - Brayan Cuevas-Arteaga; Juan Pedro Dominguez-Morales; Horacio Rostro-González; Andrés Espinal; Angel Jiménez-Fernandez; Francisco Gomez-Rodriguez; Alejandro Linares-Barranco (IWANN (1), 2017)

A FPGA-Based Neuromorphic Locomotion System for Multi-Legged Robots. - Erick Israel Guerra-Hernandez; Andrés Espinal; Patricia Batres-Mendoza; Carlos Hugo García-Capulín; René de Jesús Romero-Troncoso; Horacio Rostro-González (IEEE Access, 2017)

Evolvability Metric Estimation by a Parallel Perceptron for On-Line Selection Hyper-Heuristics. - Jorge Alberto Soria-Alcaraz; Andrés Espinal; Marco Aurelio Sotelo-Figueroa (IEEE Access, 2017)

Differential Evolution with Self-adaptive Gaussian Perturbation. - Marco Aurelio Sotelo-Figueroa; Arturo Hernández Aguirre; Andrés Espinal; Jorge Alberto Soria-Alcaraz (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization. - Marco Aurelio Sotelo-Figueroa; Héctor José Puga Soberanes; Juan Martín Carpio Valadez; Héctor Joaquín Fraire Huacuja; Laura Cruz-Reyes; Jorge Alberto Soria-Alcaraz; Andrés Espinal (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification. - Valentín Calzada-Ledesma; Héctor José Puga Soberanes; Manuel Ornelas-Rodríguez; Alfonso Rojas Domínguez; Juan Martín Carpio Valadez; Andrés Espinal; Jorge Alberto Soria-Alcaraz; Marco Aurelio Sotelo-Figueroa (IEEE Access, 2018)

Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems. - Olga Quiroz-Ramírez; Andrés Espinal; Manuel Ornelas-Rodríguez; Alfonso Rojas Domínguez; Daniela Sánchez; Héctor José Puga Soberanes; Martín Carpio; Luís Ernesto Mancilla-Espinoza; Janet Ortíz-López (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Statistical Comparative Between Selection Rules for Adaptive Operator Selection in Vehicle Routing and Multi-knapsack Problems. - Jorge Alberto Soria-Alcaraz; Marco Aurelio Sotelo-Figueroa; Andrés Espinal (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine. - Marco Aurelio Sotelo-Figueroa; Arturo Hernández Aguirre; Andrés Espinal; Jorge Alberto Soria-Alcaraz; Janet Ortíz-López (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm. - Juan de Anda-Suárez; Juan Martín Carpio Valadez; Héctor José Puga Soberanes; Valentín Calzada-Ledesma; Alfonso Rojas Domínguez; Solai Jeyakumar; Andrés Espinal (IEEE Access, 2019)

Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems. - G. López-Vázquez; Manuel Ornelas-Rodríguez; Andrés Espinal; Jorge Alberto Soria-Alcaraz; Alfonso Rojas Domínguez; Héctor José Puga Soberanes; Juan Martín Carpio Valadez; Horacio Rostro-González (Comput. Intell. Neurosci., 2019)

A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. - Jorge Alberto Soria-Alcaraz; Gabriela Ochoa; Andrés Espinal; Marco Aurelio Sotelo-Figueroa; Manuel Ornelas-Rodríguez; Horacio Rostro-González (Complex., 2020)

Single Spiking Neuron Multi-Objective Optimization for Pattern Classification. - Carlos Juarez-Santini; Manuel Ornelas-Rodríguez; Jorge Alberto Soria-Alcaraz; Alfonso Rojas Domínguez; Héctor José Puga Soberanes; Andrés Espinal; Horacio Rostro-González (J. Autom. Mob. Robotics Intell. Syst., 2020)

Application of Agglomerative and Partitional Algorithms for the Study of the Phenomenon of the Collaborative Economy Within the Tourism Industry. - Juan Pérez-Rocha; Jorge Alberto Soria-Alcaraz; Rafael Guerrero-Rodríguez; Omar Jair Purata-Sifuentes; Andrés Espinal; Marco Aurelio Sotelo-Figueroa (J. Autom. Mob. Robotics Intell. Syst., 2020)

Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution. - Blanca Verónica Zuñiga-Nuñez; Juan Martín Carpio; Marco Aurelio Sotelo-Figueroa; Andrés Espinal; Omar Jair Purata-Sifuentes; Manuel Ornelas; Jorge Alberto Soria-Alcaraz; Alfonso Rojas Domínguez (J. Autom. Mob. Robotics Intell. Syst., 2020)

Direct and Indirect Evolutionary Designs of Artificial Neural Networks. - O. Alba-Cisneros; Andrés Espinal; G. López-Vázquez; Marco Aurelio Sotelo-Figueroa; Omar Jair Purata-Sifuentes; Valentín Calzada-Ledesma; R. A. Vázquez; Horacio Rostro-González (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems. - G. López-Vázquez; Andrés Espinal; Manuel Ornelas-Rodríguez; Jorge Alberto Soria-Alcaraz; Alfonso Rojas Domínguez; Héctor Puga; Juan Martín Carpio; Horacio Rostro-González (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Biologically-Inspired Legged Robot Locomotion Controlled With a BCI by Means of Cognitive Monitoring. - Patricia Batres-Mendoza; Erick Israel Guerra-Hernandez; Andrés Espinal; Eduardo Pérez-Careta; Horacio Rostro-González (IEEE Access, 2021)

Estudio del uso de GAN para el balanceo de datos en el conjunto BreakHis y los efectos en la clasificación de tumores de mama. - Alfredo Gutiérrez-Alfaro; Angel E. Rosales-Morales; Andrés Espinal; Manuel Ornelas-Rodríguez; Marco Aurelio Sotelo-Figueroa; Horacio Rostro-González (Res. Comput. Sci., 2023)

Enhancing Liquid State Machine Classification Through Reservoir Separability Optimization Using Swarm Intelligence and Multitask Learning. - Oscar I. Alvarez-Canchila; Andrés Espinal; Marco Aurelio Sotelo-Figueroa; Jorge Alberto Soria-Alcaraz; Horacio Rostro-González (IEEE Access, 2024)

Grammatical Evolution with Codons Selection Order as Intensification Process. - Andrés Espinal; Marco Aurelio Sotelo-Figueroa; Jorge Alberto Soria-Alcaraz (Computación y Sistemas (CyS), 2024)

Comparative Analysis of Dimensionality Reduction Techniques Applied to Disease Classification Tasks. - Gustavo Leon; Santiago Zavala; Andrés Espinal; Jorge Alberto Soria-Alcaraz; Aldo Alberto Lugo-Monjaras; Marco Aurelio Sotelo-Figueroa (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo. - Ricardo Pérez-López; Andrés Espinal; Marco Aurelio Sotelo-Figueroa; Erick Israel Guerra-Hernandez; Patricia Batres-Mendoza; Horacio Rostro-González (New Directions on Hybrid Intelligent Systems, 2024)

Generative Models for Class Imbalance Problem on BreakHis Dataset: A Case Study. - Angel E. Rosales-Morales; Alfredo Gutiérrez-Alfaro; Manuel Ornelas-Rodríguez; Andrés Espinal; Alfonso Rojas Domínguez; Héctor José Puga Soberanes; Juan Martín Carpio (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. - Jorge Alberto Soria-Alcaraz; Gabriela Ochoa; Marco Aurelio Sotelo-Figueroa; Andrés Espinal (New Directions on Hybrid Intelligent Systems, 2024)

Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic. - Jorge Alberto Soria-Alcaraz; Gabriela Ochoa; Marco Aurelio Sotelo-Figueroa; Andrés Espinal (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)