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ORCIDHoracio Rostro-González
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2020 – today
- 2024
[j21]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): 235 (2024)- [j20]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: 103927 (2024) - [p3]Ricardo Pérez-López, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Erick Israel Guerra-Hernandez, Patricia Batres-Mendoza, Horacio Rostro-González:
Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo. New Directions on Hybrid Intelligent Systems 2024: 141-155 - 2022
- [j19]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: 97348-97359 (2022) - [j18]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: 107714 (2022) - [j17]Pablo Lopez-Osorio, Alberto Patiño-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña:
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion. Neurocomputing 502: 57-70 (2022) - [c8]Adrien Fois, Horacio Rostro-González, Bernard Girau:
Unsupervised learning of visual representations using delay-weight spike-timing-dependent plasticity. IJCNN 2022: 1-7 - 2021
- [j16]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: 35766-35777 (2021) - [j15]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): 12121-12140 (2021) - [i2]Pablo Lopez-Osorio, Alberto Patiño-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña:
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots. CoRR abs/2101.09709 (2021) - 2020
- [j14]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: 2871835:1-2871835:10 (2020) - [j13]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): 73-80 (2020) - [j12]Alberto Patiño-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: 319-328 (2020) - [p2]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:
Direct and Indirect Evolutionary Designs of Artificial Neural Networks. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 431-443 - [p1]G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio, Horacio Rostro-González:
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 2020: 615-628
2010 – 2019
- 2019
- [j11]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: 4182639:1-4182639:13 (2019) - [j10]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: 4232536:1-4232536:10 (2019) - [c7]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: 364-376 - 2018
- [c6]Alberto Patiño-Saucedo, Horacio Rostro-González, Jörg Conradt:
Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation. ICONIP (4) 2018: 371-379 - 2017
- [j9]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: 8301-8312 (2017) - [j8]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: 9817305:1-9817305:16 (2017) - [j7]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:
Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 2017: 6494390:1-6494390:13 (2017) - [c5]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: 548-559 - 2016
- [j6]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: 5615618:1-5615618:13 (2016) - [j5]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: 6 (2016) - [j4]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): 336 (2016) - 2015
- [j3]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): 151-166 (2015) - [j2]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: 47-54 (2015) - 2013
- [j1]Iván 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: 190304:1-190304:14 (2013) - [c4]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: 62-66 - [c3]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: 52-63 - 2012
- [c2]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: 2897-2900 - [c1]Jose Hugo Barron-Zambrano, César Torres-Huitzil, Horacio Rostro-González:
Versatile FPGA-based locomotion platform for legged robots. ReConFig 2012: 1-6 - 2011
- [b1]Horacio Rostro-González:
Computing with spikes, architecture, properties and implementation of emerging paradigms. University of Nice Sophia Antipolis, France, 2011
2000 – 2009
- 2008
- [i1]Bruno Cessac, Horacio Rostro-González, Juan Carlos Vasquez, Thierry Viéville:
To which extend is the "neural code" a metric ? CoRR abs/0810.3990 (2008)
Coauthor Index
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