Roberto Antonio Vázquez

According to our database1, Roberto Antonio Vázquez authored at least 61 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Facing High EEG Signals Variability during Classification Using Fractal Dimension and Different Cutoff Frequencies.
Comput. Intell. Neurosci., 2019

Evaluating the effect of the cutoff frequencies during the pre-processing stage of motor imagery EEG signals classification.
Biomed. Signal Process. Control., 2019

Spiking Neural Models and Their Application in DNA Microarrays Classification.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

A New Generalized Neuron Model Applied to DNA Microarray Classification.
Proceedings of the Engineering Applications of Neural Networks, 2019

2018
Classification of motor imagery electroencephalography signals using spiking neurons with different input encoding strategies.
Neural Comput. Appl., 2018

Evaluating spiking neural models in the classification of motor imagery EEG signals using short calibration sessions.
Appl. Soft Comput., 2018

EEG Channel Selection using Fractal Dimension and Artificial Bee Colony Algorithm.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2017
Classification of EEG signals using fractal dimension features and artificial neural networks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Time-Invariant EEG Classification Based on the Fractal Dimension.
Proceedings of the Advances in Computational Intelligence, 2017

Designing artificial neural networks using differential evolution for classifying DNA microarrays.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Classification of DNA microarrays using artificial neural networks and ABC algorithm.
Appl. Soft Comput., 2016

Crop Classification Using Artificial Bee Colony (ABC) Algorithm.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Spiking Neural Networks Trained with Particle Swarm Optimization for Motor Imagery Classification.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Generalized neurons and its application in DNA microarray classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Tuning the parameters of an integrate and fire neuron via a genetic algorithm for solving pattern recognition problems.
Neurocomputing, 2015

Training Spiking Neural Models Using Artificial Bee Colony.
Comput. Intell. Neurosci., 2015

Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms.
Comput. Intell. Neurosci., 2015

2014
Classification of DNA Microarrays Using Artificial Bee Colony (ABC) Algorithm.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

Crop Classification Using Different Color Spaces and RBF Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
Malware Classification Using Euclidean Distance and Artificial Neural Networks.
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013

Creation of spiking neuron models applied in pattern recognition problems.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Spiking Neuron Model approximation using GEP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Diseño automático de redes neuronales artificiales mediante el uso del algoritmo de evolución diferencial (ED).
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2012

Implementation of configurable and multipurpose spiking neural networks on GPUs.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A new objective function to build seismic networks using differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Behavioural study of median associative memory under true-colour image patterns.
Neurocomputing, 2011

Training Spiking Neurons by Means of Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Visual attention using spiking neural maps.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Locating seismic-sense stations through genetic algorithm: genetic algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Training spiking neural models using cuckoo search algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory.
Cogn. Comput., 2010

Design of Artificial Neural Networks Using Differential Evolution Algorithm.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Integrate and Fire neurons and their application in pattern recognition.
Proceedings of the 7th International Conference on Electrical Engineering, 2010

Pattern Recognition Using Spiking Neurons and Firing Rates.
Proceedings of the Advances in Artificial Intelligence, 2010

An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
Bioinspired Associative Memories.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Behavior of morphological associative memories with true-color image patterns.
Neurocomputing, 2009

Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns.
Proceedings of the Advances in Neural Networks, 2009

Morphological auto-associative memories applied to true-color image patterns.
Proceedings of the International Joint Conference on Neural Networks, 2009

Design of artificial neural networks using a modified Particle Swarm Optimization algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
A New Associative Model with Dynamical Synapses.
Neural Process. Lett., 2008

A Bidirectional Hetero-Associative Memory for True-Color Patterns.
Neural Process. Lett., 2008

Voice Translator Based on Associative Memories.
Proceedings of the Advances in Neural Networks, 2008

The Role of the Infant Vision System in 3D Object Recognition.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Associative Memories Applied to Pattern Recognition.
Proceedings of the Artificial Neural Networks, 2008

Hetero-Associative Memories for Voice Signal and Image Processing.
Proceedings of the Progress in Pattern Recognition, 2008

2007
3D Object Recognition Based on Low Frequency Response and Random Feature Selection.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Low Frequency Response and Random Feature Selection Applied to Face Recognition.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Study of the Influence of Noise in the Values of a Median Associative Memory.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Random Features Applied to Face Recognition.
Proceedings of the Eight Mexican International Conference in Current Trends in Computer Science, 2007

Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories.
Proceedings of the Progress in Pattern Recognition, 2007

A new model of associative memories network.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2007

2006
A New Bi-directional Associative Memory.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Associative Memories Applied to Image Categorization.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Invariant Descriptions and Associative Processing Applied to Object Recognition Under Occlusions.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

2004
Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall.
Proceedings of the Advances in Artificial Intelligence, 2004

Real-Valued Pattern Classification Based on Extended Associative Memory.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

New Associative Memories to Recall Real-Valued Patterns.
Proceedings of the Progress in Pattern Recognition, 2004


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