Publications in collaboration with researchers from Universidad de Almería (30)

2023

  1. A Deep Learning Model of Radio Wave Propagation for Precision Agriculture and Sensor System in Greenhouses

    Agronomy, Vol. 13, Núm. 1

2022

  1. Black-box and surrogate optimization for tuning spiking neural models of striatum plasticity

    Frontiers in Neuroinformatics, Vol. 16

  2. Boosting the convergence of a GA-based wrapper for feature selection problems on high-dimensional data

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  3. On the Design of a New Stochastic Meta-Heuristic for Derivative-Free Optimization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. 5g mobile phone network introduction in colombia

    Electronics (Switzerland), Vol. 10, Núm. 8

  2. A Comparative Study of Stochastic Optimizers for Fitting Neuron Models. Application to the Cerebellar Granule Cell

    Informatica (Netherlands), Vol. 32, Núm. 3, pp. 477-498

  3. Energy-Time Profiling for Machine Learning Methods to EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Iniciativa basada en Kahoot para motivar a los alumnos de Arquitectura de Computadores

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 6, pp. 299-302

  5. On the Use of a Multimodal Optimizer for Fitting Neuron Models. Application to the Cerebellar Granule Cell

    Frontiers in Neuroinformatics, Vol. 15

  6. Performance Study of Ant Colony Optimization for Feature Selection in EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Recurrent Neural Networks and Efficiency in High-Dimensional EEG Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  8. Understanding power quality using iot-based smart analyzers and advanced software tools

    Renewable Energy and Power Quality Journal, Vol. 19, pp. 356-361

2020

  1. Empirical model of radio wave propagation in the presence of vegetation inside greenhouses using regularized regressions

    Sensors (Switzerland), Vol. 20, Núm. 22, pp. 1-18

2016

  1. Procesadores de bajo coste y su aplicación en la docencia de Ingeniería de Computadores

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 1

2015

  1. Control y mejora de la coordinación entre asignaturas de una titulación universitaria

    IN-RED 2015: Congreso Nacional de Innovación Educativa y de Docencia en Red. 30 de junio - 1 de julio.

2014

  1. Real time QRS detection based on M-Ary likelihood ratio test on the DFT coefficients

    PLoS ONE, Vol. 9, Núm. 10

2011

  1. Adaptive cerebellar spiking model embedded in the control loop: Context switching and robustness against noise

    International Journal of Neural Systems, Vol. 21, Núm. 5, pp. 385-401

  2. Cerebellar input configuration toward object model abstraction in manipulation tasks

    IEEE Transactions on Neural Networks, Vol. 22, Núm. 8, pp. 1321-1328

  3. Cerebellarlike corrective model inference engine for manipulation tasks

    IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 41, Núm. 5, pp. 1299-1312

  4. Context separability mediated by the granular layer in a spiking cerebellum model for robot control

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)