To which extend is the "neural code" a metric ? - Bruno Cessac; Horacio Rostro-González; Juan Carlos Vasquez 002; Thierry Viéville (CoRR, 2008)

Computing with spikes, architecture, properties and implementation of emerging paradigms. - Horacio Rostro-González (2011)

An FPGA-based approach for parameter estimation in spiking neural networks. - Horacio Rostro-González; Guillaume Garreau; Andreas G. Andreou; Julius Georgiou; Jose Hugo Barron-Zambrano; César Torres-Huitzil (ISCAS, 2012)

Versatile FPGA-based locomotion platform for legged robots. - Jose Hugo Barron-Zambrano; César Torres-Huitzil; Horacio Rostro-González (ReConFig, 2012)

Noisy data fitting with B-splines using hierarchical genetic algorithm. - Carlos H. Garcia-Capulin; Gerardo Trejo-Caballero; Horacio Rostro-González; Juan Gabriel Aviña-Cervantes (CONIELECOMP, 2013)

B-spline Surface Approximation Using Hierarchical Genetic Algorithm. - Gerardo Trejo-Caballero; Carlos H. Garcia-Capulin; Oscar Gerardo Ibarra-Manzano; Juan Gabriel Aviña-Cervantes; L. M. Burgara-Lopez; Horacio Rostro-González (MICAI (2), 2013)

Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation. - Iván Cruz-Aceves; Juan Gabriel Aviña-Cervantes; Juan Manuel Lopez-Hernandez; Horacio Rostro-González; Carlos H. Garcia-Capulin; Miguel Torres-Cisneros; Rafael Guzmán-Cabrera (Comput. Math. Methods Medicine, 2013)

A hierarchical genetic algorithm approach for curve fitting with B-splines. - Carlos H. Garcia-Capulin; F. J. Cuevas; Gerardo Trejo-Caballero; Horacio Rostro-González (Genet. Program. Evolvable Mach., 2015)

A CPG system based on spiking neurons for hexapod robot locomotion. - Horacio Rostro-González; Pedro Alberto Cerna-Garcia; Gerardo Trejo-Caballero; Carlos H. Garcia-Capulin; Mario Alberto Ibarra-Manzano; Juan Gabriel Aviña-Cervantes; César Torres-Huitzil (Neurocomputing, 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)

Quaternion-Based Signal Analysis for Motor Imagery Classification from Electroencephalographic Signals. - Patricia Batres-Mendoza; Carlos R. Montoro-Sanjose; Erick Israel Guerra-Hernandez; Dora Luz Almanza-Ojeda; Horacio Rostro-González; René de Jesús Romero-Troncoso; Mario Alberto Ibarra-Manzano (Sensors, 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)

Improving EEG-Based Motor Imagery Classification for Real-Time Applications Using the QSA Method. - Patricia Batres-Mendoza; Mario Alberto Ibarra-Manzano; Erick Israel Guerra-Hernandez; Dora Luz Almanza-Ojeda; Carlos R. Montoro-Sanjose; René de Jesús Romero-Troncoso; Horacio Rostro-González (Comput. Intell. Neurosci., 2017)

Fast Parabola Detection Using Estimation of Distribution Algorithms. - Jose de Jesus Guerrero-Turrubiates; Iván Cruz-Aceves; Sergio Ledesma; Juan Manuel Sierra-Hernández; Jonás Velasco; Juan Gabriel Aviña-Cervantes; Maria Susana Avila Garcia; Horacio Rostro-González; Roberto Rojas-Laguna (Comput. Math. Methods Medicine, 2017)

Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation. - Alberto Patiño-Saucedo; Horacio Rostro-González; Jörg Conradt (ICONIP (4), 2018)

Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled Scenarios. - José Daniel Vargas-Proa; Carlos Fabián García-Martínez; Miroslava Cano-Lara; Horacio Rostro-González (MICAI, 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)

An Approach of Beans Plant Development Classification Using Fuzzy Logic. - Pedro L. P. Corrêa; Pedro Bautista; Marlene Lopez; Marcos Villaseñor; Carlos García; Horacio Rostro-González; Francisco J. Pérez-Pinal (J. Sensors, 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)

Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform. - Alberto Patiño-Saucedo; Horacio Rostro-González; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco (Neural Networks, 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)

Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots. - Pablo Lopez-Osorio; Alberto Patiño-Saucedo; Juan Pedro Dominguez-Morales; Horacio Rostro-González; Fernando Perez-Peña (CoRR, 2021)

A real-time FPGA-based implementation for detection and sorting of bio-signals. - Francisco Javier Iniguez-Lomeli; Yannick Bornat; Sylvie Renaud; Jose Hugo Barron-Zambrano; Horacio Rostro-González (Neural Comput. Appl., 2021)

Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. - Adrien Fois; Horacio Rostro-González; Bernard Girau (IJCNN, 2022)

Classifying Parasitized and Uninfected Malaria Red Blood Cells Using Convolutional-Recurrent Neural Networks. - Adán Antonio Alonso-Ramírez; Tat'y Mwata-Velu; Carlos Hugo García-Capulín; Horacio Rostro-González; Juan Prado-Olivarez; Marcos Gutierrez-Lopez; Alejandro Israel Barranco-Gutiérrez (IEEE Access, 2022)

Embedded system implementation of an evolutionary algorithm for circle detection on programmable devices. - Luis F. Rojas-Muñoz; Santiago Sánchez-Solano; Carlos H. Garcia-Capulin; Horacio Rostro-González (Comput. Electr. Eng., 2022)

Neuromorphic adaptive spiking CPG towards bio-inspired locomotion. - Pablo Lopez-Osorio; Alberto Patiño-Saucedo; Juan Pedro Dominguez-Morales; Horacio Rostro-González; Fernando Perez-Peña (Neurocomputing, 2022)

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)

Enhancing image-based facial expression recognition through muscle activation-based facial feature extraction. - Manuel A. Solis-Arrazola; Raúl Enrique Sánchez-Yáñez; Carlos H. Garcia-Capulin; Horacio Rostro-González (Comput. Vis. Image Underst., 2024)

A hardware architecture for single and multiple ellipse detection using genetic algorithms and high-level synthesis tools. - Francisco Javier Iniguez-Lomeli; Carlos H. Garcia-Capulin; Horacio Rostro-González (Microprocess. Microsystems, 2024)

Deep Neural Networks in Processing of MoOx with fs Laser Pulses. - Jaime D. Torres-Contreras; Santiago Camacho-López; Horacio Rostro-González; Miroslava Cano-Lara (Res. Comput. Sci., 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)

A Comprehensive Exploration of Unsupervised Classification in Spike Sorting: A Case Study on Macaque Monkey and Human Pancreatic Signals. - Francisco Javier Iniguez-Lomeli; Edgar Eliseo Franco-Ortiz; Ana Maria Silvia Gonzalez-Acosta; Andrés-Amador García-Granada; Horacio Rostro-González (Algorithms, 2024)

Optimizing Electrocardiogram Denoising for Enhanced Cardiovascular Disease Detection: A Metaheuristic Approach. - Javier Galvis-Chacón; Oscar Ramos-Soto; Diego Oliva; Arturo Valdivia; Horacio Rostro-González; Saúl Zapotecas Martínez; Marco Antonio Pérez Cisneros (Computación y Sistemas (CyS), 2025)

The first look: a biometric analysis of emotion recognition using key facial features. - Ana Maria Silvia Gonzalez-Acosta; Marciano Vargas-Treviño; Patricia Batres-Mendoza; Erick Israel Guerra-Hernandez; Jaime Gutiérrez-Gutiérrez; José Luis Cano-Perez; Manuel A. Solis-Arrazola; Horacio Rostro-González (Frontiers Comput. Sci., 2025)