Horacio Rostro-González

45 papers B 1C 1Journal 33Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Robust ECG signal classification using spiking neural networks with axonal delays. Neurocomputing Javier Galvis-Chacón, Oscar Ramos-Soto, Diego Oliva, Arturo Valdivia-Gonzalez, Horacio Rostro-González, Alberto Patiño-Saucedo
2025	J	`jnl`	Optimizing Electrocardiogram Denoising for Enhanced Cardiovascular Disease Detection: A Metaheuristic Approach. Computación y Sistemas (CyS) Javier Galvis-Chacón, Oscar Ramos-Soto, Diego Oliva, Arturo Valdivia, Horacio Rostro-González, Saúl Zapotecas Martínez, Marco Antonio Pérez Cisneros
2025	J	`jnl`	The first look: a biometric analysis of emotion recognition using key facial features. Frontiers Comput. Sci. 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
2024	J	`jnl`	A Comprehensive Exploration of Unsupervised Classification in Spike Sorting: A Case Study on Macaque Monkey and Human Pancreatic Signals. Algorithms Francisco Javier Iniguez-Lomeli, Edgar Eliseo Franco-Ortiz, Ana Maria Silvia Gonzalez-Acosta, Andrés-Amador García-Granada, Horacio Rostro-González
2024	J	`jnl`	A hardware architecture for single and multiple ellipse detection using genetic algorithms and high-level synthesis tools. Microprocess. Microsystems Francisco Javier Iniguez-Lomeli, Carlos H. Garcia-Capulin, Horacio Rostro-González
2024	J	`jnl`	Additive Manufacturing Gyroid Structures Used as Crash Energy Management. Comput. Horacio Rostro-González, Guillermo Reyes-Pozo, Josep Maria Puigoriol-Forcada, Francisco José López-Valdés, Sriharsha Srinivas Sundarram, Andrés-Amador García-Granada
2024	J	`jnl`	Deep Neural Networks in Processing of MoOx with fs Laser Pulses. Res. Comput. Sci. Jaime D. Torres-Contreras, Santiago Camacho-López, Horacio Rostro-González, Miroslava Cano-Lara
2024	J	`jnl`	Eliciting Emotions: Investigating the Use of Generative AI and Facial Muscle Activation in Children's Emotional Recognition. Big Data Cogn. Comput. Manuel A. Solis-Arrazola, Raúl Enrique Sánchez-Yáñez, Ana Maria Silvia Gonzalez-Acosta, Carlos H. Garcia-Capulin, Horacio Rostro-González
2024	J	`jnl`	Enhancing Liquid State Machine Classification Through Reservoir Separability Optimization Using Swarm Intelligence and Multitask Learning. IEEE Access Oscar I. Alvarez-Canchila, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Horacio Rostro-González
2024	J	`jnl`	Enhancing image-based facial expression recognition through muscle activation-based facial feature extraction. Comput. Vis. Image Underst. Manuel A. Solis-Arrazola, Raúl Enrique Sánchez-Yáñez, Carlos H. Garcia-Capulin, Horacio Rostro-González
2024	—	`ch.`	Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo. New Directions on Hybrid Intelligent Systems Ricardo Pérez-López, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Erick Israel Guerra-Hernandez, Patricia Batres-Mendoza, Horacio Rostro-González
2023	J	`jnl`	Estudio del uso de GAN para el balanceo de datos en el conjunto BreakHis y los efectos en la clasificación de tumores de mama. Res. Comput. Sci. Alfredo Gutiérrez-Alfaro, Angel E. Rosales-Morales, Andrés Espinal, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Horacio Rostro-González
2022	J	`jnl`	Classifying Parasitized and Uninfected Malaria Red Blood Cells Using Convolutional-Recurrent Neural Networks. IEEE Access 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
2022	J	`jnl`	Embedded system implementation of an evolutionary algorithm for circle detection on programmable devices. Comput. Electr. Eng. Luis F. Rojas-Muñoz, Santiago Sánchez-Solano, Carlos H. Garcia-Capulin, Horacio Rostro-González
2022	J	`jnl`	Neuromorphic adaptive spiking CPG towards bio-inspired locomotion. Neurocomputing Pablo Lopez-Osorio, Alberto Patiño-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
2022	B	`conf`	Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. IJCNN Adrien Fois, Horacio Rostro-González, Bernard Girau
2021	J	`jnl`	A real-time FPGA-based implementation for detection and sorting of bio-signals. Neural Comput. Appl. Francisco Javier Iniguez-Lomeli, Yannick Bornat, Sylvie Renaud, Jose Hugo Barron-Zambrano, Horacio Rostro-González
2021	J	`jnl`	Biologically-Inspired Legged Robot Locomotion Controlled With a BCI by Means of Cognitive Monitoring. IEEE Access Patricia Batres-Mendoza, Erick Israel Guerra-Hernandez, Andrés Espinal, Eduardo Pérez-Careta, Horacio Rostro-González
2021	J	`jnl`	Máquina de estado líquido con reservorio de neuronas pulsantes a tiempo discreto para clasificación espacio-temporal. Res. Comput. Sci. Andrés Espinal, Christian Alba-Cisneros, Héctor José Puga Soberanes, Horacio Rostro-González, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Raúl Santiago-Montero
2021	J	`jnl`	Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots. CoRR Pablo Lopez-Osorio, Alberto Patiño-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
2020	J	`jnl`	A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics. Complex. Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Manuel Ornelas-Rodríguez, Horacio Rostro-González
2020	—	`ch.`	Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio, Horacio Rostro-González
2020	—	`ch.`	Direct and Indirect Evolutionary Designs of Artificial Neural Networks. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 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
2020	J	`jnl`	Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform. Neural Networks Alberto Patiño-Saucedo, Horacio Rostro-González, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2020	J	`jnl`	Single Spiking Neuron Multi-Objective Optimization for Pattern Classification. J. Autom. Mob. Robotics Intell. Syst. Carlos Juarez-Santini, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Andrés Espinal, Horacio Rostro-González
2019	J	`jnl`	An Approach of Beans Plant Development Classification Using Fuzzy Logic. J. Sensors Pedro L. P. Corrêa, Pedro Bautista, Marlene Lopez, Marcos Villaseñor, Carlos García, Horacio Rostro-González, Francisco J. Pérez-Pinal
2019	—	`conf`	Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled Scenarios. MICAI José Daniel Vargas-Proa, Carlos Fabián García-Martínez, Miroslava Cano-Lara, Horacio Rostro-González
2019	J	`jnl`	Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems. Comput. Intell. Neurosci. 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
2018	—	`conf`	Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation. ICONIP (4) Alberto Patiño-Saucedo, Horacio Rostro-González, Jörg Conradt
2017	J	`jnl`	A FPGA-Based Neuromorphic Locomotion System for Multi-Legged Robots. IEEE Access Erick Israel Guerra-Hernandez, Andrés Espinal, Patricia Batres-Mendoza, Carlos Hugo García-Capulín, René de Jesús Romero-Troncoso, Horacio Rostro-González
2017	—	`conf`	A SpiNNaker Application: Design, Implementation and Validation of SCPGs. IWANN (1) Brayan Cuevas-Arteaga, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Andrés Espinal, Angel Jiménez-Fernandez, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco
2017	J	`jnl`	Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 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
2017	J	`jnl`	Improving EEG-Based Motor Imagery Classification for Real-Time Applications Using the QSA Method. Comput. Intell. Neurosci. 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
2016	J	`jnl`	Design of Spiking Central Pattern Generators for Multiple Locomotion Gaits in Hexapod Robots by Christiansen Grammar Evolution. Frontiers Neurorobotics Andrés Espinal, Horacio Rostro-González, Juan Martín Carpio, Erick Israel Guerra-Hernandez, Manuel Ornelas, Marco Aurelio Sotelo-Figueroa
2016	J	`jnl`	Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. Comput. Intell. Neurosci. 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
2016	J	`jnl`	Quaternion-Based Signal Analysis for Motor Imagery Classification from Electroencephalographic Signals. Sensors 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
2015	J	`jnl`	A CPG system based on spiking neurons for hexapod robot locomotion. Neurocomputing 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
2015	J	`jnl`	A hierarchical genetic algorithm approach for curve fitting with B-splines. Genet. Program. Evolvable Mach. Carlos H. Garcia-Capulin, F. J. Cuevas, Gerardo Trejo-Caballero, Horacio Rostro-González
2013	—	`conf`	B-spline Surface Approximation Using Hierarchical Genetic Algorithm. MICAI (2) Gerardo Trejo-Caballero, Carlos H. Garcia-Capulin, Oscar Gerardo Ibarra-Manzano, Juan Gabriel Aviña-Cervantes, L. M. Burgara-Lopez, Horacio Rostro-González
2013	J	`jnl`	Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation. Comput. Math. Methods Medicine Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel López-Hernández, Horacio Rostro-González, Carlos H. Garcia-Capulin, Miguel Torres-Cisneros, Rafael Guzmán-Cabrera
2013	—	`conf`	Noisy data fitting with B-splines using hierarchical genetic algorithm. CONIELECOMP Carlos H. Garcia-Capulin, Gerardo Trejo-Caballero, Horacio Rostro-González, Juan Gabriel Aviña-Cervantes
2012	C	`conf`	An FPGA-based approach for parameter estimation in spiking neural networks. ISCAS Horacio Rostro-González, Guillaume Garreau, Andreas G. Andreou, Julius Georgiou, Jose Hugo Barron-Zambrano, César Torres-Huitzil
2012	—	`conf`	Versatile FPGA-based locomotion platform for legged robots. ReConFig Jose Hugo Barron-Zambrano, César Torres-Huitzil, Horacio Rostro-González
2011	—	`—`	Computing with spikes, architecture, properties and implementation of emerging paradigms. Horacio Rostro-González
2008	J	`jnl`	To which extend is the "neural code" a metric ? CoRR Bruno Cessac, Horacio Rostro-González, Juan Carlos Vasquez, Thierry Viéville