Gonzalo Joya Caparrós

Publication Activity (10 Years)

Years Active: 1993-2017
Publications (10 Years): 4

Top Topics

Hopfield Networks

Computational Intelligence

Continuous Wavelet Transform

Top Venues

Math. Comput. Model.

Publications

Rodolfo García-Bermúdez, Fernando Rojas, Gabriel Demera, Christian Torres, David Zambrano, Gonzalo Joya Caparrós, Roberto Becerra-García
Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform. IWBBIO (1) (2017)
Stefan Postavaru, Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparrós
Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images. IWANN (2) (2017)
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
Data mining process for identification of non-spontaneous saccadic movements in clinical electrooculography. Neurocomputing 250 (2017)
Andreu Català Mallofré, Gonzalo Joya Caparrós, Ignacio Rojas Ruiz
Editorial. Neural Process. Lett. 46 (3) (2017)
Yadira Hernández-Solano, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
A discrete gradient method to enhance the numerical behaviour of Hopfield networks. Neurocomputing 164 (2015)
Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany
Special issue on advances in computational intelligence and machine learning (IWANN 2013). Soft Comput. 19 (9) (2015)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
Hopfield networks: from optimization to adaptive control. IJCNN (2015)
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
Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine Learning. IWANN (2) (2015)
Ignacio Rojas, Joan Cabestany I. Moncusi, Gonzalo Joya Caparrós
Advances in computational intelligence. Soft Comput. 17 (2) (2013)
Miguel A. Atencia Ruiz, Esther García-Garaluz, Héctor de Arazoza, Gonzalo Joya Caparrós
Estimation of parameters based on artificial neural networks and threshold of HIV/AIDS epidemic system in Cuba. Math. Comput. Model. 57 (11-12) (2013)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Identification of noisy dynamical systems with parameter estimation based on Hopfield neural networks. Neurocomputing 121 (2013)
Miguel A. Atencia Ruiz, Yadira Hernández, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Numerical Implementation of Gradient Algorithms. IWANN (2) (2013)
Roberto Becerra-García, Gonzalo Joya Caparrós, Rodolfo Valentin García-Bermúdez, Luís Velázquez, Roberto Rodríguez, Carmen Pino
Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2. IWANN (2) (2013)
Jorge Barrios, Alain Piétrus, Gonzalo Joya Caparrós, Aymée Marrero, Héctor de Arazoza
A differential inclusion approach for modeling and analysis of dynamical systems under uncertainty - Application to dengue disease transmission. Soft Comput. 17 (2) (2013)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
Statistical properties of the 'Hopfield estimator' of dynamical systems. ESANN (2011)
Jorge Barrios, Alain Piétrus, Aymée Marrero, Héctor de Arazoza, Gonzalo Joya Caparrós
Dengue Model Described by Differential Inclusions. IWANN (2) (2011)
Vivian Sistachs Vega, Gonzalo Joya Caparrós, Miguel A. Díaz Martínez
Early Pigmentary Retinosis Diagnostic Based on Classification Trees. IWANN (1) (2011)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems. IWANN (2) (2011)
Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
Hopfield networks for identification of delay differential equations with an application to dengue fever epidemics in Cuba. Neurocomputing 74 (16) (2011)
Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
Contingency evaluation and monitorization using artificial neural networks. Neural Comput. Appl. 19 (1) (2010)
Madalina Olteanu, Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM). IWANN (1) (2009)
José Ramón Salinas, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Sine-fitting multiharmonic algorithms implemented by artificial neural networks. Neurocomputing 72 (16-18) (2009)
Esther García-Garaluz, Miguel A. Atencia Ruiz, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
System Identification of Dengue Fever Epidemics in Cuba. IWANN (1) (2009)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Esther García-Garaluz, Héctor de Arazoza, Francisco Sandoval Hernández
Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model. IWANN (2007)
Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
Fixed Points of the Abe Formulation of Stochastic Hopfield Networks. ICANN (1) (2007)
José Ramón Salinas, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Sine Fitting Multiharmonic Algorithms Implemented by Artificial Neural Networks. IWANN (2007)
Miguel A. Atencia Ruiz, Hafida Boumeridja, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
FPGA implementation of a systems identification module based upon Hopfield networks. Neurocomputing 70 (16-18) (2007)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Dynamical Analysis of Continuous Higher-Order Hopfield Networks for Combinatorial Optimization. Neural Comput. 17 (8) (2005)
Hafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
FPGA Implementation of Hopfield Networks for Systems Identification. IWANN (2005)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Hopfield Neural Networks for Parametric Identification of Dynamical Systems. Neural Process. Lett. 21 (2) (2005)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Two or three things that we (intend to) know about Hopfield and Tank networks. ESANN (2005)
Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
Stochastic analysis of the Abe formulation of Hopfield networks. ESANN (2005)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Parametric identification of robotic systems with stable time-varying Hopfield networks. Neural Comput. Appl. 13 (4) (2004)
Francisco Javier Marín Martín, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Optimal Phasor Measurement Unit Placement Using Genetic Algorithms. IWANN (1) (2003)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. IWANN (2) (2003)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. IWANN (1) (2003)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods. ICANN (2002)
Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
Hopfield neural networks for optimization: study of the different dynamics. Neurocomputing 43 (1-4) (2002)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Numerical implementation of continuous Hopfield networks for optimization. ESANN (2001)
Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández
Neural Networks for Contingency Evaluation and Monitoring in Power Systems. IWANN (2) (2001)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
A Formal Model for Definition and Simulation of Generic Neural Networks. Neural Process. Lett. 11 (2) (2000)
Gonzalo Joya Caparrós
Connectionist solutions for energy management systems. ESANN (2000)
Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández
Application of Hopfield Neural Networks to State Estimation. NC (1998)
Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation Results. IWANN (1997)
Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Neural Networks Based Projectivity Invariant Recognition of Flat Patterns. IWANN (1997)
Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
Associating arbitrary-order energy functions to an artificial neural network: Implications concerning the resolution of optimization problems. Neurocomputing 14 (2) (1997)
Gonzalo Joya Caparrós, Francisco Sandoval Hernández
A Neural Paradigm for Controlling Autonomous Systems with Reflex Behaviour and Learning Capability. IWANN (1995)
Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Projectivity Invariant Pattern Recognition with High-Order Neural Networks. IWANN (1993)