Gonzalo Joya Caparrós

54 papers B 6C 1Misc 7Journal 18Unranked 16
YearRankTypeTitle / Venue / Authors
2017 — conf
Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images.
IWANN (2)
Stefan Postavaru, Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparrós
2017 J jnl
Data mining process for identification of non-spontaneous saccadic movements in clinical electrooculography.
Neurocomputing
Roberto Antonio Becerra-García, Rodolfo García-Bermúdez, Gonzalo Joya Caparrós, Abel Fernández-Higuera, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño, Franger Cuevas-Beltrán, Francisco García-Lagos, Roberto Rodríguez-Labrada
2017 J jnl
Editorial.
Neural Process. Lett.
Andreu Català Mallofré, Gonzalo Joya Caparrós, Ignacio Rojas Ruiz
2017 — conf
Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform.
IWBBIO (1)
Rodolfo García-Bermúdez, Fernando Rojas, Gabriel Demera, Christian Torres, David Zambrano, Gonzalo Joya Caparrós, Roberto Becerra-García
2015 J jnl
A discrete gradient method to enhance the numerical behaviour of Hopfield networks.
Neurocomputing
Yadira Hernández-Solano, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2015 — ed.
Advances in Computational Intelligence - 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català
2015 — ed.
Advances in Computational Intelligence - 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català
2015 B conf
Hopfield networks: from optimization to adaptive control.
IJCNN
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2015 — conf
Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine Learning.
IWANN (2)
Roberto Becerra-García, Rodolfo García-Bermúdez, Gonzalo Joya Caparrós, Abel Fernández-Higuera, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño, Franger Cuevas-Beltrán, Francisco García-Lagos, Roberto Rodríguez-Labrada
2015 J jnl
Special issue on advances in computational intelligence and machine learning (IWANN 2013).
Soft Comput.
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
2013 J jnl
A differential inclusion approach for modeling and analysis of dynamical systems under uncertainty - Application to dengue disease transmission.
Soft Comput.
Jorge Barrios, Alain Piétrus, Gonzalo Joya Caparrós, Aymée Marrero, Héctor de Arazoza
2013 — ed.
Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings, Part I
IWANN (1)
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
2013 — ed.
Advances in Computational Intelligence - 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings, Part II
IWANN (2)
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
2013 J jnl
Advances in computational intelligence.
Soft Comput.
Ignacio Rojas, Joan Cabestany I. Moncusi, Gonzalo Joya Caparrós
2013 J jnl
Estimation of parameters based on artificial neural networks and threshold of HIV/AIDS epidemic system in Cuba.
Math. Comput. Model.
Miguel A. Atencia Ruiz, Esther García-Garaluz, Héctor de Arazoza, Gonzalo Joya Caparrós
2013 J jnl
Identification of noisy dynamical systems with parameter estimation based on Hopfield neural networks.
Neurocomputing
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2013 — conf
Numerical Implementation of Gradient Algorithms.
IWANN (2)
Miguel A. Atencia Ruiz, Yadira Hernández, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2013 — conf
Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2.
IWANN (2)
Roberto Becerra-García, Gonzalo Joya Caparrós, Rodolfo Valentin García-Bermúdez, Luís Velázquez, Roberto Rodríguez, Carmen Pino
2011 — ed.
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I
IWANN (1)
Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós
2011 — ed.
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II
IWANN (2)
Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós
2011 — conf
Dengue Model Described by Differential Inclusions.
IWANN (2)
Jorge Barrios, Alain Piétrus, Aymée Marrero, Héctor de Arazoza, Gonzalo Joya Caparrós
2011 — conf
Early Pigmentary Retinosis Diagnostic Based on Classification Trees.
IWANN (1)
Vivian Sistachs Vega, Gonzalo Joya Caparrós, Miguel A. Díaz Martínez
2011 J jnl
Hopfield networks for identification of delay differential equations with an application to dengue fever epidemics in Cuba.
Neurocomputing
Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
2011 — conf
Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems.
IWANN (2)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2011 B conf
Statistical properties of the 'Hopfield estimator' of dynamical systems.
ESANN
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2010 J jnl
Contingency evaluation and monitorization using artificial neural networks.
Neural Comput. Appl.
Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
2009 — conf
Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM).
IWANN (1)
Madalina Olteanu, Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2009 J jnl
Sine-fitting multiharmonic algorithms implemented by artificial neural networks.
Neurocomputing
José Ramón Salinas, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2009 — conf
System Identification of Dengue Fever Epidemics in Cuba.
IWANN (1)
Esther García-Garaluz, Miguel A. Atencia Ruiz, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2007 Misc conf
Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model.
IWANN
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Esther García-Garaluz, Héctor de Arazoza, Francisco Sandoval Hernández
2007 J jnl
FPGA implementation of a systems identification module based upon Hopfield networks.
Neurocomputing
Miguel A. Atencia Ruiz, Hafida Boumeridja, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
2007 — conf
Fixed Points of the Abe Formulation of Stochastic Hopfield Networks.
ICANN (1)
Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2007 Misc conf
Sine Fitting Multiharmonic Algorithms Implemented by Artificial Neural Networks.
IWANN
José Ramón Salinas, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005 J jnl
Dynamical Analysis of Continuous Higher-Order Hopfield Networks for Combinatorial Optimization.
Neural Comput.
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005 Misc conf
FPGA Implementation of Hopfield Networks for Systems Identification.
IWANN
Hafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005 J jnl
Hopfield Neural Networks for Parametric Identification of Dynamical Systems.
Neural Process. Lett.
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005 B conf
Stochastic analysis of the Abe formulation of Hopfield networks.
ESANN
Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2005 B conf
Two or three things that we (intend to) know about Hopfield and Tank networks.
ESANN
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2004 J jnl
Parametric identification of robotic systems with stable time-varying Hopfield networks.
Neural Comput. Appl.
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2003 — conf
Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks.
IWANN (2)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2003 — conf
Optimal Phasor Measurement Unit Placement Using Genetic Algorithms.
IWANN (1)
Francisco Javier Marín Martín, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2003 — conf
Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks.
IWANN (1)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2002 C conf
Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods.
ICANN
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2002 J jnl
Hopfield neural networks for optimization: study of the different dynamics.
Neurocomputing
Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
2001 — conf
Neural Networks for Contingency Evaluation and Monitoring in Power Systems.
IWANN (2)
Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández
2001 B conf
Numerical implementation of continuous Hopfield networks for optimization.
ESANN
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2000 J jnl
A Formal Model for Definition and Simulation of Generic Neural Networks.
Neural Process. Lett.
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2000 B conf
Connectionist solutions for energy management systems.
ESANN
Gonzalo Joya Caparrós
1998 — conf
Application of Hopfield Neural Networks to State Estimation.
NC
Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández
1997 J jnl
Associating arbitrary-order energy functions to an artificial neural network: Implications concerning the resolution of optimization problems.
Neurocomputing
Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
1997 Misc conf
Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation Results.
IWANN
Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
1997 Misc conf
Neural Networks Based Projectivity Invariant Recognition of Flat Patterns.
IWANN
Gonzalo Joya Caparrós, Francisco Sandoval Hernández
1995 Misc conf
A Neural Paradigm for Controlling Autonomous Systems with Reflex Behaviour and Learning Capability.
IWANN
Gonzalo Joya Caparrós, Francisco Sandoval Hernández
1993 Misc conf
Projectivity Invariant Pattern Recognition with High-Order Neural Networks.
IWANN
Gonzalo Joya Caparrós, Francisco Sandoval Hernández