All Stories

  1. Facing High EEG Signals Variability during Classification Using Fractal Dimension and Different Cutoff Frequencies

    Article • Computational Intelligence and Neuroscience, May 2019, Hindawi Publishing Corporation

    Roberto A Vazquez

  2. Evaluating spiking neural models in the classification of motor imagery EEG signals using short calibration sessions

    Article • Applied Soft Computing, June 2018, Elsevier

    Roberto A Vazquez

  3. Classification of motor imagery electroencephalography signals using spiking neurons with different input encoding strategies

    Article • Neural Computing and Applications, December 2016, Springer Science + Business Media

    Roberto A Vazquez

  4. Generalized neurons and its application in DNA microarray classification

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  5. Classification of DNA microarrays using artificial neural networks and ABC algorithm

    Article • Applied Soft Computing, January 2016, Elsevier

    Roberto A Vazquez

  6. Crop Classification Using Artificial Bee Colony (ABC) Algorithm

    Article • January 2016, Springer Science + Business Media

    Roberto A Vazquez

  7. Face Recognition Using Histogram Oriented Gradients

    Article • January 2016, Springer Science + Business Media

    Roberto A Vazquez

  8. Spiking Neural Networks Trained with Particle Swarm Optimization for Motor Imagery Classification

    Article • January 2016, Springer Science + Business Media

    Roberto A Vazquez

  9. Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

    Article • Computational Intelligence and Neuroscience, January 2015, Hindawi Publishing Corporation

    Roberto A Vazquez

  10. Training Spiking Neural Models Using Artificial Bee Colony

    Article • Computational Intelligence and Neuroscience, January 2015, Hindawi Publishing Corporation

    Roberto A Vazquez

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

    Article • Neurocomputing, January 2015, Elsevier

    Roberto A Vazquez

  12. Crop Classification Using Different Color Spaces and RBF Neural Networks

    Article • January 2014, Springer Science + Business Media

    Roberto A Vazquez

  13. How to Generate the Input Current for Exciting a Spiking Neural Model Using the Cuckoo Search Algorithm

    Article • November 2013, Springer Science + Business Media

    Roberto A Vazquez

  14. Malware Classification Using Euclidean Distance and Artificial Neural Networks

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  15. Creation of spiking neuron models applied in pattern recognition problems

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  16. Spiking Neuron Model approximation using GEP

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  17. A new objective function to build seismic networks using differential evolution

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  18. Implementation of configurable and multipurpose spiking neural networks on GPUs

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  19. Behavioural study of median associative memory under true-colour image patterns

    Article • Neurocomputing, October 2011, Elsevier

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  20. Visual attention using spiking neural maps

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  21. Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  22. Training spiking neural models using cuckoo search algorithm

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  23. Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization

    Article • January 2011, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  24. Locating seismic-sense stations through genetic algorithm

    Article • January 2011, ACM (Association for Computing Machinery)

    Roberto A Vazquez

  25. Training Spiking Neurons by Means of Particle Swarm Optimization

    Article • January 2011, Springer Science + Business Media

    Roberto A Vazquez

  26. Integrate and Fire neurons and their application in pattern recognition

    Article • September 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez

  27. 3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory

    Article • Cognitive Computation, April 2010, Springer Science + Business Media

    Roberto A Vazquez

  28. Design of Artificial Neural Networks Using Differential Evolution Algorithm

    Article • January 2010, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  29. Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns

    Article • January 2010, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  30. An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition

    Article • January 2010, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  31. Pattern Recognition Using Spiking Neurons and Firing Rates

    Article • January 2010, Springer Science + Business Media

    Roberto A Vazquez

  32. Behavior of morphological associative memories with true-color image patterns

    Article • Neurocomputing, December 2009, Elsevier

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  33. Design of artificial neural networks using a modified Particle Swarm Optimization algorithm

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  34. Morphological auto-associative memories applied to true-color image patterns

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  35. Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns

    Article • January 2009, Springer Science + Business Media

    Roberto A Vazquez

  36. The Role of the Infant Vision System in 3D Object Recognition

    Article • January 2009, Springer Science + Business Media

    Roberto A Vazquez

  37. A New Associative Model with Dynamical Synapses

    Article • Neural Processing Letters, November 2008, Springer Science + Business Media

    Roberto A Vazquez

  38. A Bidirectional Hetero-Associative Memory for True-Color Patterns

    Article • Neural Processing Letters, September 2008, Springer Science + Business Media

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  39. Hetero-Associative Memories for Voice Signal and Image Processing

    Article • January 2008, Springer Science + Business Media

    Roberto A Vazquez

  40. Evolving ant colony system for optimizing path planning in mobile robots

    Article • September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  41. Random Features Applied to Face Recognition

    Article • September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  42. Path Planning Optimization Using Bio-Inspirited Algorithms

    Article • November 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  43. Associative Memories Applied to Pattern Recognition

    Article • Springer Science + Business Media

    Professor Juan H Sossa Azuela, Roberto A Vazquez

  44. Real-valued pattern classification based on extended associative memory

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Roberto A Vazquez