Horacio Rostro-González

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Venues

Comput. Intell. Neurosci.

IEEE Access

Neurocomputing

ICONIP (4)

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Francisco Javier Iniguez-Lomeli, Edgar Eliseo Franco-Ortiz, Ana Maria Silvia Gonzalez-Acosta, Andrés-Amador García-Granada, Horacio Rostro-González
A Comprehensive Exploration of Unsupervised Classification in Spike Sorting: A Case Study on Macaque Monkey and Human Pancreatic Signals. Algorithms 17 (6) (2024)
Manuel A. Solis-Arrazola, Raúl Enrique Sánchez-Yáñez, Carlos H. Garcia-Capulin, Horacio Rostro-González
Enhancing image-based facial expression recognition through muscle activation-based facial feature extraction. Comput. Vis. Image Underst. 240 (2024)
Luis F. Rojas-Muñoz, Santiago Sánchez-Solano, Carlos H. Garcia-Capulin, Horacio Rostro-González
Embedded system implementation of an evolutionary algorithm for circle detection on programmable devices. Comput. Electr. Eng. 99 (2022)
Pablo Lopez-Osorio, Alberto Patino-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion. Neurocomputing 502 (2022)
Adán Antonio Alonso-Ramírez, Tat'y Mwata-Velu, Carlos H. Garcia-Capulin, Horacio Rostro-González, Juan Prado-Olivarez, Marcos Gutierrez-Lopez, Alejandro Israel Barranco Gutiérrez
Classifying Parasitized and Uninfected Malaria Red Blood Cells Using Convolutional-Recurrent Neural Networks. IEEE Access 10 (2022)
Adrien Fois, Horacio Rostro-González, Bernard Girau
Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. IJCNN (2022)
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)
Pablo Lopez-Osorio, Alberto Patino-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots. CoRR (2021)
Francisco Javier Iniguez-Lomeli, Yannick Bornat, Sylvie Renaud, Jose Hugo Barron-Zambrano, Horacio Rostro-González
A real-time FPGA-based implementation for detection and sorting of bio-signals. Neural Comput. Appl. 33 (18) (2021)
Alberto Patino-Saucedo, Horacio Rostro-González, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform. Neural Networks 121 (2020)
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)
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)
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)
José Daniel Vargas-Proa, Carlos Fabián García-Martínez, Miroslava Cano-Lara, Horacio Rostro-González
Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled Scenarios. MICAI (2019)
Pedro L. P. Corrêa, Pedro Bautista, Marlene Lopez, Marcos Villaseñor, Carlos García, Horacio Rostro-González, Francisco J. Pérez-Pinal
An Approach of Beans Plant Development Classification Using Fuzzy Logic. J. Sensors 2019 (2019)
Alberto Patino-Saucedo, Horacio Rostro-González, Jörg Conradt
Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation. ICONIP (4) (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)
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
Improving EEG-Based Motor Imagery Classification for Real-Time Applications Using the QSA Method. Comput. Intell. Neurosci. 2017 (2017)
Jose de Jesus Guerrero-Turrubiates, Ivan Cruz-Aceves, Sergio Ledesma, Juan Manuel Sierra-Hernández, Jonás Velasco, Juan Gabriel Aviña-Cervantes, Maria Susana Avila Garcia, Horacio Rostro-González, Roberto Rojas-Laguna
Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 2017 (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)
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)
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
Quaternion-Based Signal Analysis for Motor Imagery Classification from Electroencephalographic Signals. Sensors 16 (3) (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)
Carlos H. Garcia-Capulin, F. J. Cuevas, Gerardo Trejo-Caballero, Horacio Rostro-González
A hierarchical genetic algorithm approach for curve fitting with B-splines. Genet. Program. Evolvable Mach. 16 (2) (2015)
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
A CPG system based on spiking neurons for hexapod robot locomotion. Neurocomputing 170 (2015)
Gerardo Trejo-Caballero, Carlos H. Garcia-Capulin, Oscar Gerardo Ibarra-Manzano, Juan Gabriel Aviña-Cervantes, L. M. Burgara-Lopez, Horacio Rostro-González
B-spline Surface Approximation Using Hierarchical Genetic Algorithm. MICAI (2) (2013)
Ivan Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel Lopez-Hernandez, Horacio Rostro-González, Carlos H. Garcia-Capulin, Miguel Torres-Cisneros, Rafael Guzmán-Cabrera
Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation. Comput. Math. Methods Medicine 2013 (2013)
Carlos H. Garcia-Capulin, Gerardo Trejo-Caballero, Horacio Rostro-González, Juan Gabriel Aviña-Cervantes
Noisy data fitting with B-splines using hierarchical genetic algorithm. CONIELECOMP (2013)
Jose Hugo Barron-Zambrano, César Torres-Huitzil, Horacio Rostro-González
Versatile FPGA-based locomotion platform for legged robots. ReConFig (2012)
Horacio Rostro-González, Guillaume Garreau, Andreas G. Andreou, Julius Georgiou, Jose Hugo Barron-Zambrano, César Torres-Huitzil
An FPGA-based approach for parameter estimation in spiking neural networks. ISCAS (2012)
Bruno Cessac, Horacio Rostro-González, Juan Carlos Vasquez, Thierry Viéville
To which extend is the "neural code" a metric ? CoRR (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Horacio Rostro-González