Roberto Antonio Vázquez

Publication Activity (10 Years)

Years Active: 2004-2019
Publications (10 Years): 17

Top Topics

Fractal Dimension

Top Venues

Comput. Intell. Neurosci.

Appl. Soft Comput.

Publications

Beatriz A. Garro, Roberto Antonio Vázquez
A New Generalized Neuron Model Applied to DNA Microarray Classification. EANN (2019)
Rocio Salazar-Varas, Roberto Antonio Vázquez
Evaluating the effect of the cutoff frequencies during the pre-processing stage of motor imagery EEG signals classification. Biomed. Signal Process. Control. 54 (2019)
Rocio Salazar-Varas, Roberto Antonio Vázquez
Facing High EEG Signals Variability during Classification Using Fractal Dimension and Different Cutoff Frequencies. Comput. Intell. Neurosci. 2019 (2019)
Roberto Antonio Vázquez, Beatriz A. Garro
Spiking Neural Models and Their Application in DNA Microarrays Classification. ICSI (2) (2019)
Ruben Carino-Escobar, Jessica Cantillo-Negrete, Josefina Gutiérrez-Martínez, Roberto Antonio Vázquez
Classification of motor imagery electroencephalography signals using spiking neurons with different input encoding strategies. Neural Comput. Appl. 30 (4) (2018)
Beatriz A. Garro, Rocio Salazar-Varas, Roberto Antonio Vázquez
EEG Channel Selection using Fractal Dimension and Artificial Bee Colony Algorithm. SSCI (2018)
Rocio Salazar-Varas, Roberto Antonio Vázquez
Evaluating spiking neural models in the classification of motor imagery EEG signals using short calibration sessions. Appl. Soft Comput. 67 (2018)
Roberto Antonio Vázquez, Rocio Salazar-Varas
Classification of EEG signals using fractal dimension features and artificial neural networks. SSCI (2017)
Rocio Salazar-Varas, Roberto Antonio Vázquez
Time-Invariant EEG Classification Based on the Fractal Dimension. MICAI (2) (2017)
Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez
Designing artificial neural networks using differential evolution for classifying DNA microarrays. CEC (2017)
Ruben Carino-Escobar, Jessica Cantillo-Negrete, Roberto Antonio Vázquez, Josefina Gutiérrez-Martínez
Spiking Neural Networks Trained with Particle Swarm Optimization for Motor Imagery Classification. ICSI (2) (2016)
Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez
Classification of DNA microarrays using artificial neural networks and ABC algorithm. Appl. Soft Comput. 38 (2016)
Roberto Antonio Vázquez, Beatriz A. Garro
Crop Classification Using Artificial Bee Colony (ABC) Algorithm. ICSI (2) (2016)
Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez
Generalized neurons and its application in DNA microarray classification. CEC (2016)
Aleister Cachón, Roberto Antonio Vázquez
Tuning the parameters of an integrate and fire neuron via a genetic algorithm for solving pattern recognition problems. Neurocomputing 148 (2015)
Roberto Antonio Vázquez, Beatriz A. Garro
Training Spiking Neural Models Using Artificial Bee Colony. Comput. Intell. Neurosci. 2015 (2015)
Beatriz A. Garro, Roberto Antonio Vázquez
Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms. Comput. Intell. Neurosci. 2015 (2015)
Beatriz A. Garro, Roberto Antonio Vázquez, Katya Rodríguez
Classification of DNA Microarrays Using Artificial Bee Colony (ABC) Algorithm. ICSI (1) (2014)
Guillermo Sandoval, Roberto Antonio Vázquez, Paulina Garcia, Jose Ambrosio
Crop Classification Using Different Color Spaces and RBF Neural Networks. ICAISC (1) (2014)
Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez
Spiking Neuron Model approximation using GEP. IEEE Congress on Evolutionary Computation (2013)
Lilia E. Gonzalez, Roberto Antonio Vázquez
Malware Classification Using Euclidean Distance and Artificial Neural Networks. MICAI (Special Sessions) (2013)
Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez
Creation of spiking neuron models applied in pattern recognition problems. IJCNN (2013)
Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez
Diseño automático de redes neuronales artificiales mediante el uso del algoritmo de evolución diferencial (ED). Polibits 46 (2012)
Josafath Israel Espinosa Ramos, Roberto Antonio Vázquez
A new objective function to build seismic networks using differential evolution. IEEE Congress on Evolutionary Computation (2012)
Antonio Arista-Jalife, Roberto Antonio Vázquez
Implementation of configurable and multipurpose spiking neural networks on GPUs. IJCNN (2012)
Roberto Antonio Vázquez
Training spiking neural models using cuckoo search algorithm. IEEE Congress on Evolutionary Computation (2011)
Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez
Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization. ICSI (1) (2011)
Roberto Antonio Vázquez, Beatriz A. Garro
Training Spiking Neurons by Means of Particle Swarm Optimization. ICSI (1) (2011)
Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez
Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm. IEEE Congress on Evolutionary Computation (2011)
Roberto Antonio Vázquez, Bernard Girau, Jean-Charles Quinton
Visual attention using spiking neural maps. IJCNN (2011)
Roberto Antonio Vázquez, Humberto Sossa
Behavioural study of median associative memory under true-colour image patterns. Neurocomputing 74 (17) (2011)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition. HAIS (1) (2010)
Roberto Antonio Vázquez, Humberto Sossa
Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns. HAIS (2) (2010)
Roberto Antonio Vázquez
Pattern Recognition Using Spiking Neurons and Firing Rates. IBERAMIA (2010)
Roberto Antonio Vázquez, Aleister Cachón
Integrate and Fire neurons and their application in pattern recognition. CCE (2010)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory. Cogn. Comput. 2 (2) (2010)
Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez
Design of Artificial Neural Networks Using Differential Evolution Algorithm. ICONIP (2) (2010)
Beatriz Aurora Garro Licon, Juan Humberto Sossa Azuela, Roberto Antonio Vázquez
Design of artificial neural networks using a modified Particle Swarm Optimization algorithm. IJCNN (2009)
Roberto Antonio Vázquez, Humberto Sossa
Behavior of morphological associative memories with true-color image patterns. Neurocomputing 73 (1-3) (2009)
Roberto Antonio Vázquez, Humberto Sossa
Associative Memories Network for Face Recognition and Object Recognition. Int. J. Comput. 8 (1) (2009)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory. Aust. J. Intell. Inf. Process. Syst. 10 (3) (2009)
Roberto Antonio Vázquez, Humberto Sossa
Morphological auto-associative memories applied to true-color image patterns. IJCNN (2009)
Roberto Antonio Vázquez, Humberto Sossa
Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns. ISNN (3) (2009)
Roberto Antonio Vázquez, Humberto Sossa
Voice Translator Based on Associative Memories. ISNN (2) (2008)
Roberto Antonio Vázquez, Humberto Sossa
Associative Memories Applied to Pattern Recognition. ICANN (2) (2008)
Roberto Antonio Vázquez, Juan Humberto Sossa Azuela, Beatriz A. Garro
The Role of the Infant Vision System in 3D Object Recognition. ICONIP (2) (2008)
Roberto Antonio Vázquez, Juan Humberto Sossa Azuela
Hetero-Associative Memories for Voice Signal and Image Processing. CIARP (2008)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
3D Object Recognition Based on Low Frequency Response and Random Feature Selection. MICAI (2007)
Roberto Antonio Vázquez, Humberto Sossa
A new model of associative memories network. ANNIIP (2007)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
Low Frequency Response and Random Feature Selection Applied to Face Recognition. ICIAR (2007)
Roberto Antonio Vázquez, Juan Humberto Sossa Azuela
Random Features Applied to Face Recognition. ENC (2007)
Humberto Sossa, Ricardo Barrón, Roberto Antonio Vázquez
Study of the Influence of Noise in the Values of a Median Associative Memory. ICANNGA (2) (2007)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories. CIARP (2007)
Roberto Antonio Vázquez, Humberto Sossa
Associative Memories Applied to Image Categorization. CIARP (2006)
Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro
A New Bi-directional Associative Memory. MICAI (2006)
Roberto Antonio Vázquez, Humberto Sossa, Ricardo Barrón
Invariant Descriptions and Associative Processing Applied to Object Recognition Under Occlusions. MICAI (2005)
Juan Humberto Sossa Azuela, Ricardo Barrón, Roberto Antonio Vázquez
New Associative Memories to Recall Real-Valued Patterns. CIARP (2004)
Juan Humberto Sossa Azuela, Ricardo Barrón, Roberto Antonio Vázquez
Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall. IBERAMIA (2004)
Humberto Sossa, Ricardo Barrón, Roberto Antonio Vázquez
Real-Valued Pattern Classification Based on Extended Associative Memory. ENC (2004)