Andrés Espinal

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Inverted Pendulum

Biologically Inspired

Spiking Neural Networks

Pattern Classification

Top Venues

J. Autom. Mob. Robotics Intell. Syst.

Comput. Intell. Neurosci.

Res. Comput. Sci.

Publications

Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz
Grammatical Evolution with Codons Selection Order as Intensification Process. Computación y Sistemas (CyS) 28 (2) (2024)
Patricia Batres-Mendoza, Erick Israel Guerra-Hernandez, Andrés Espinal, Eduardo Pérez-Careta, Horacio Rostro-González
Biologically-Inspired Legged Robot Locomotion Controlled With a BCI by Means of Cognitive Monitoring. IEEE Access 9 (2021)
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Manuel Ornelas-Rodríguez, Horacio Rostro-González
A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. Complex. 2020 (2020)
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
Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution. J. Autom. Mob. Robotics Intell. Syst. 14 (1) (2020)
Carlos Juarez-Santini, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Andrés Espinal, Horacio Rostro-González
Single Spiking Neuron Multi-Objective Optimization for Pattern Classification. J. Autom. Mob. Robotics Intell. Syst. 14 (1) (2020)
Juan Pérez-Rocha, Jorge Alberto Soria-Alcaraz, Rafael Guerrero-Rodriguez, Omar Jair Purata-Sifuentes, Andrés Espinal, Marco Aurelio Sotelo-Figueroa
Application of Agglomerative and Partitional Algorithms for the Study of the Phenomenon of the Collaborative Economy Within the Tourism Industry. J. Autom. Mob. Robotics Intell. Syst. 14 (1) (2020)
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
Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems. Comput. Intell. Neurosci. 2019 (2019)
Juan de Anda-Suárez, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Valentín Calzada-Ledesma, Alfonso Rojas Domínguez, Solai Jeyakumar, Andrés Espinal
Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm. IEEE Access 7 (2019)
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
Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification. IEEE Access 6 (2018)
Erick Israel Guerra-Hernandez, Andrés Espinal, Patricia Batres-Mendoza, Carlos H. Garcia-Capulin, René de Jesús Romero-Troncoso, Horacio Rostro-González
A FPGA-Based Neuromorphic Locomotion System for Multi-Legged Robots. IEEE Access 5 (2017)
Brayan Cuevas-Arteaga, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Andrés Espinal, Angel Jiménez-Fernandez, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco
A SpiNNaker Application: Design, Implementation and Validation of SCPGs. IWANN (1) (2017)
Jorge Alberto Soria-Alcaraz, Andrés Espinal, Marco Aurelio Sotelo-Figueroa
Evolvability Metric Estimation by a Parallel Perceptron for On-Line Selection Hyper-Heuristics. IEEE Access 5 (2017)
Andrés Espinal, Horacio Rostro-González, Juan Martín Carpio, Erick Israel Guerra-Hernandez, Manuel Ornelas, Marco Aurelio Sotelo-Figueroa
Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution. Frontiers Neurorobotics 10 (2016)
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
Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. Comput. Intell. Neurosci. 2016 (2016)
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz
Evolución diferencial con perturbaciones Gaussianas. Res. Comput. Sci. 94 (2015)
José S. Altamirano, Manuel Ornelas, Andrés Espinal, Raúl Santiago-Montero, Héctor Puga, Juan Martín Carpio, Sergio Tostado
Comparing Evolutionary Strategy Algorithms for Training Spiking Neural Networks. Res. Comput. Sci. 96 (2015)
Andrés Espinal, Juan Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa
Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy. MCPR (2014)