Gonzalo Joya Caparrós - researchr alias

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Viewing Publication 1 - 46 from 46

2017

Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet TransformRodolfo García-Bermúdez, Fernando Rojas, Gabriel Demera, Christian Torres, David Zambrano, Gonzalo Joya Caparrós, Roberto Becerra-García. iwbbio 2017: 557-566 [doi]

Data mining process for identification of non-spontaneous saccadic movements in clinical electrooculographyRoberto Antonio Becerra García, Rodolfo García-Bermúdez, Gonzalo Joya Caparrós, Abel Fernández-Higuera, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño, Franger Cuevas-Beltrán, Francisco García-Lagos, R. Rodráguez-Labrada. ijon, 250:28-36, 2017. [doi]

EditorialAndreu Català Mallofré, Gonzalo Joya Caparrós, Ignacio Rojas Ruiz. npl, 46(3):747-750, 2017. [doi]

Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological ImagesStefan Postavaru, Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparrós. iwann 2017: 38-49 [doi]

2015

Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine LearningRoberto Becerra-Garcia, Rodolfo García-Bermúdez, Gonzalo Joya Caparrós, Abel Fernández-Higuera, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño, Franger Cuevas-Beltrán, Francisco García-Lagos, Roberto Rodríguez-Labrada. iwann 2015: 56-68 [doi]

A discrete gradient method to enhance the numerical behaviour of Hopfield networksYadira Hernández-Solano, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. ijon, 164:45-55, 2015. [doi]

Special issue on advances in computational intelligence and machine learning (IWANN 2013)Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany. soco, 19(9):2403-2405, 2015. [doi]

Hopfield networks: from optimization to adaptive controlMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós. ijcnn 2015: 1-8 [doi]

2013

A differential inclusion approach for modeling and analysis of dynamical systems under uncertainty - Application to dengue disease transmissionJorge Barrios, Alain Piétrus, Gonzalo Joya Caparrós, Aymée Marrero, Héctor de Arazoza. soco, 17(2):239-253, 2013. [doi]

Advances in computational intelligenceIgnacio Rojas, Joan Cabestany I. Moncusi, Gonzalo Joya Caparrós. soco, 17(2):195-197, 2013. [doi]

Numerical Implementation of Gradient AlgorithmsMiguel A. Atencia Ruiz, Yadira Hernández, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2013: 355-364 [doi]

Estimation of parameters based on artificial neural networks and threshold of HIV/AIDS epidemic system in CubaMiguel A. Atencia Ruiz, Esther García-Garaluz, Héctor de Arazoza, Gonzalo Joya Caparrós. mcm, 57(11-12):2971-2983, 2013. [doi]

Identification of noisy dynamical systems with parameter estimation based on Hopfield neural networksMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. ijon, 121:14-24, 2013. [doi]

2011

Dengue Model Described by Differential InclusionsJorge Barrios, Alain Piétrus, Aymée Marrero, Héctor de Arazoza, Gonzalo Joya Caparrós. iwann 2011: 540-547 [doi]

Hopfield networks for identification of delay differential equations with an application to dengue fever epidemics in CubaEsther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández. ijon, 74(16):2691-2697, 2011. [doi]

Statistical properties of the 'Hopfield estimator' of dynamical systemsMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós. esann 2011: [doi]

Robustness of the Hopfield Estimator for Identification of Dynamical SystemsMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2011: 516-523 [doi]

Early Pigmentary Retinosis Diagnostic Based on Classification TreesVivian Sistachs Vega, Gonzalo Joya Caparrós, Miguel A. Díaz Martínez. iwann 2011: 329-336 [doi]

2010

Contingency evaluation and monitorization using artificial neural networksGonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández. nca, 19(1):139-150, 2010. [doi]

2009

System Identification of Dengue Fever Epidemics in CubaEsther García-Garaluz, Miguel A. Atencia Ruiz, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2009: 901-908 [doi]

Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM)Madalina Olteanu, Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós. iwann 2009: 886-892 [doi]

2007

2005

FPGA Implementation of Hopfield Networks for Systems IdentificationHafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2005: 582-589 [doi]

Stochastic analysis of the Abe formulation of Hopfield networksMarie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós. esann 2005: 55-60 [doi]

Two or three things that we (intend to) know about Hopfield and Tank networksMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. esann 2005: 25-36 [doi]

Hopfield Neural Networks for Parametric Identification of Dynamical SystemsMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. npl, 21(2):143-152, 2005. [doi]

Dynamical Analysis of Continuous Higher-Order Hopfield Networks for Combinatorial OptimizationMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. neco, 17(8):1802-1819, 2005. [doi]

2004

Parametric identification of robotic systems with stable time-varying Hopfield networksMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. nca, 13(4):270-280, 2004. [doi]

2003

Optimal Phasor Measurement Unit Placement Using Genetic AlgorithmsFrancisco Javier Marín Martín, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2003: 486-493 [doi]

Spurious Minima and Basins of Attraction in Higher-Order Hopfield NetworksMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2003: 350-357 [doi]

Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural NetworksMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 2003: 449-456 [doi]

2002

Hopfield neural networks for optimization: study of the different dynamicsGonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández. ijon, 43(1-4):219-237, 2002. [doi]

Continuous-State Hopfield Dynamics Based on Implicit Numerical MethodsMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. icann 2002: 1365-1370 [doi]

2001

Neural Networks for Contingency Evaluation and Monitoring in Power SystemsFrancisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández. iwann 2001: 711-718 [doi]

Numerical implementation of continuous Hopfield networks for optimizationMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. esann 2001: 359-364 [doi]

2000

Connectionist solutions for energy management systemsGonzalo Joya Caparrós. esann 2000: 389-400 [doi]

A Formal Model for Definition and Simulation of Generic Neural NetworksMiguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández. npl, 11(2):87-105, 2000.

1998

Application of Hopfield Neural Networks to State EstimationFrancisco García-Lagos, Gonzalo Joya Caparrós, Francisco Javier Marín Martín, Francisco Sandoval Hernández. nc 1998: 405-411

1997

Neural Networks Based Projectivity Invariant Recognition of Flat PatternsGonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 1997: 1038-1047

Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation ResultsGonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández. iwann 1997: 556-565

Associating arbitrary-order energy functions to an artificial neural network: Implications concerning the resolution of optimization problemsGonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández. ijon, 14(2):139-156, 1997. [doi]

1995

A Neural Paradigm for Controlling Autonomous Systems with Reflex Behaviour and Learning CapabilityGonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 1995: 283-290

1993

Projectivity Invariant Pattern Recognition with High-Order Neural NetworksGonzalo Joya Caparrós, Francisco Sandoval Hernández. iwann 1993: 513-518

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Publications by 'Gonzalo Joya Caparrós'

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2017

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2011

2010

2009

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2005

2004

2003

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2000

1998

1997

1995

1993

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