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ORCIDRoberto Antonio Vázquez
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2010 – 2019
- 2019
[j16]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)- [j15]Rocio Salazar-Varas, Roberto Antonio Vázquez
:
Facing High EEG Signals Variability during Classification Using Fractal Dimension and Different Cutoff Frequencies. Comput. Intell. Neurosci. 2019: 9174307:1-9174307:12 (2019) - [c48]Beatriz A. Garro, Roberto Antonio Vázquez:
A New Generalized Neuron Model Applied to DNA Microarray Classification. EANN 2019: 125-136 - [c47]Magda López-López, Axel Zamora, Roberto Antonio Vázquez:
Automatic Diet Generation by Particle Swarm Optimization Algorithm. MICAI 2019: 317-329 - [c46]Roberto Antonio Vázquez, Beatriz A. Garro:
Spiking Neural Models and Their Application in DNA Microarrays Classification. ICSI (2) 2019: 164-172 - [c45]Magda López-López, Axel Zamora, Roberto Antonio Vázquez:
Automatic Diet Generation by Artificial Bee Colony Algorithm. ICSI (1) 2019: 299-309 - 2018
- [j14]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: 232-244 (2018) - [j13]Rubén Cariño-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): 1289-1301 (2018) - [c44]Beatriz A. Garro, Rocio Salazar-Varas, Roberto Antonio Vázquez:
EEG Channel Selection using Fractal Dimension and Artificial Bee Colony Algorithm. SSCI 2018: 499-504 - 2017
- [c43]Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez:
Designing artificial neural networks using differential evolution for classifying DNA microarrays. CEC 2017: 2767-2774 - [c42]Rocio Salazar-Varas, Roberto Antonio Vázquez:
Time-Invariant EEG Classification Based on the Fractal Dimension. MICAI (2) 2017: 315-325 - [c41]Roberto Antonio Vázquez, Rocio Salazar-Varas:
Classification of EEG signals using fractal dimension features and artificial neural networks. SSCI 2017: 1-6 - 2016
- [j12]Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez:
Classification of DNA microarrays using artificial neural networks and ABC algorithm. Appl. Soft Comput. 38: 548-560 (2016) - [c40]Beatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez:
Generalized neurons and its application in DNA microarray classification. CEC 2016: 3110-3115 - [c39]Roberto Antonio Vázquez, Beatriz A. Garro:
Crop Classification Using Artificial Bee Colony (ABC) Algorithm. ICSI (2) 2016: 171-178 - [c38]Rubén Cariño-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: 245-252 - 2015
- [j11]Beatriz A. Garro, Roberto Antonio Vázquez:
Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms. Comput. Intell. Neurosci. 2015: 369298:1-369298:20 (2015) - [j10]Roberto Antonio Vázquez, Beatriz A. Garro:
Training Spiking Neural Models Using Artificial Bee Colony. Comput. Intell. Neurosci. 2015: 947098:1-947098:14 (2015) - [j9]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: 187-197 (2015) - 2014
- [c37]Guillermo Sandoval, Roberto Antonio Vázquez, Paulina Garcia, Jose Ambrosio:
Crop Classification Using Different Color Spaces and RBF Neural Networks. ICAISC (1) 2014: 598-609 - [c36]Beatriz A. Garro, Roberto Antonio Vázquez, Katya Rodríguez:
Classification of DNA Microarrays Using Artificial Bee Colony (ABC) Algorithm. ICSI (1) 2014: 207-214 - 2013
- [c35]Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez:
Spiking Neuron Model approximation using GEP. IEEE Congress on Evolutionary Computation 2013: 3260-3267 - [c34]Josafath Israel Espinosa Ramos, Nareli Cruz Cortés, Roberto Antonio Vázquez:
Creation of spiking neuron models applied in pattern recognition problems. IJCNN 2013: 1-8 - [c33]Lilia E. Gonzalez, Roberto Antonio Vázquez:
Malware Classification Using Euclidean Distance and Artificial Neural Networks. MICAI (Special Sessions) 2013: 103-108 - 2012
- [j8]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: 13-27 (2012) - [c32]Josafath Israel Espinosa Ramos, Roberto Antonio Vázquez:
A new objective function to build seismic networks using differential evolution. IEEE Congress on Evolutionary Computation 2012: 1-7 - [c31]Antonio Arista-Jalife, Roberto Antonio Vázquez:
Implementation of configurable and multipurpose spiking neural networks on GPUs. IJCNN 2012: 1-8 - 2011
- [j7]Roberto Antonio Vázquez, Humberto Sossa:
Behavioural study of median associative memory under true-colour image patterns. Neurocomputing 74(17): 2985-2997 (2011) - [c30]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: 331-338 - [c29]Roberto Antonio Vázquez:
Training spiking neural models using cuckoo search algorithm. IEEE Congress on Evolutionary Computation 2011: 679-686 - [c28]Josafath Israel Espinosa Ramos, Roberto Antonio Vázquez Espinoza de los Monteros:
Locating seismic-sense stations through genetic algorithm: genetic algorithms. GECCO 2011: 941-948 - [c27]Roberto Antonio Vázquez, Bernard Girau, Jean-Charles Quinton:
Visual attention using spiking neural maps. IJCNN 2011: 2164-2171 - [c26]Roberto Antonio Vázquez, Beatriz A. Garro:
Training Spiking Neurons by Means of Particle Swarm Optimization. ICSI (1) 2011: 242-249 - [c25]Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez:
Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization. ICSI (1) 2011: 447-454 - 2010
- [j6]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): 86-96 (2010) - [c24]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition. HAIS (1) 2010: 376-384 - [c23]Roberto Antonio Vázquez, Humberto Sossa:
Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns. HAIS (2) 2010: 418-428 - [c22]Roberto Antonio Vázquez:
Pattern Recognition Using Spiking Neurons and Firing Rates. IBERAMIA 2010: 423-432 - [c21]Roberto Antonio Vázquez, Aleister Cachón:
Integrate and Fire neurons and their application in pattern recognition. CCE 2010: 424-428 - [c20]Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez:
Design of Artificial Neural Networks Using Differential Evolution Algorithm. ICONIP (2) 2010: 201-208
2000 – 2009
- 2009
- [j5]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) - [j4]Roberto Antonio Vázquez, Humberto Sossa:
Associative Memories Network for Face Recognition and Object Recognition. Int. J. Comput. 8(1): 53-60 (2009) - [j3]Roberto Antonio Vázquez, Humberto Sossa:
Behavior of morphological associative memories with true-color image patterns. Neurocomputing 73(1-3): 225-244 (2009) - [c19]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: 938-945 - [c18]Roberto Antonio Vázquez, Humberto Sossa:
Morphological auto-associative memories applied to true-color image patterns. IJCNN 2009: 3196-3203 - [c17]Roberto Antonio Vázquez, Humberto Sossa:
Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns. ISNN (3) 2009: 520-529 - [r1]Roberto Antonio Vázquez, Humberto Sossa:
Bioinspired Associative Memories. Encyclopedia of Artificial Intelligence 2009: 248-255 - 2008
- [j2]Roberto Antonio Vázquez Espinoza de los Monteros, Juan Humberto Sossa Azuela:
A Bidirectional Hetero-Associative Memory for True-Color Patterns. Neural Process. Lett. 28(3): 131-153 (2008) - [j1]Roberto Antonio Vázquez Espinoza de los Monteros, Juan Humberto Sossa Azuela:
A New Associative Model with Dynamical Synapses. Neural Process. Lett. 28(3): 189-207 (2008) - [c16]Roberto Antonio Vázquez, Juan Humberto Sossa Azuela:
Hetero-Associative Memories for Voice Signal and Image Processing. CIARP 2008: 659-666 - [c15]Roberto Antonio Vázquez, Humberto Sossa:
Associative Memories Applied to Pattern Recognition. ICANN (2) 2008: 111-120 - [c14]Roberto Antonio Vázquez, Juan Humberto Sossa Azuela, Beatriz A. Garro:
The Role of the Infant Vision System in 3D Object Recognition. ICONIP (2) 2008: 800-807 - [c13]Roberto Antonio Vázquez, Humberto Sossa:
Voice Translator Based on Associative Memories. ISNN (2) 2008: 341-350 - 2007
- [c12]Roberto Antonio Vázquez, Humberto Sossa:
A new model of associative memories network. ANNIIP 2007: 3-12 - [c11]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories. CIARP 2007: 437-446 - [c10]Roberto Antonio Vázquez, Juan Humberto Sossa Azuela:
Random Features Applied to Face Recognition. ENC 2007: 47-51 - [c9]Humberto Sossa, Ricardo Barrón, Roberto Antonio Vázquez:
Study of the Influence of Noise in the Values of a Median Associative Memory. ICANNGA (2) 2007: 55-62 - [c8]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
Low Frequency Response and Random Feature Selection Applied to Face Recognition. ICIAR 2007: 818-830 - [c7]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
3D Object Recognition Based on Low Frequency Response and Random Feature Selection. MICAI 2007: 694-704 - 2006
- [c6]Roberto Antonio Vázquez, Humberto Sossa:
Associative Memories Applied to Image Categorization. CIARP 2006: 549-558 - [c5]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
A New Bi-directional Associative Memory. MICAI 2006: 367-380 - 2005
- [c4]Roberto Antonio Vázquez, Humberto Sossa, Ricardo Barrón:
Invariant Descriptions and Associative Processing Applied to Object Recognition Under Occlusions. MICAI 2005: 318-327 - 2004
- [c3]Juan Humberto Sossa Azuela, Ricardo Barrón, Roberto Antonio Vázquez:
New Associative Memories to Recall Real-Valued Patterns. CIARP 2004: 195-202 - [c2]Humberto Sossa, Ricardo Barrón, Roberto Antonio Vázquez:
Real-Valued Pattern Classification Based on Extended Associative Memory. ENC 2004: 213-219 - [c1]Juan Humberto Sossa Azuela, Ricardo Barrón, Roberto Antonio Vázquez:
Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall. IBERAMIA 2004: 687-696
Coauthor Index
aka: Humberto Sossa
aka: Beatriz Aurora Garro Licon
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