Gonzalo Joya Caparrós

发表

FPGA Implementation of Hopfield Networks for Systems Identification

Francisco Sandoval Hernández, Hafida Boumeridja, Miguel A. Atencia Ruiz, 2005, IWANN.

Estimation of parameters based on artificial neural networks and threshold of HIV/AIDS epidemic system in Cuba

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Esther García-Garaluz, 2013, Math. Comput. Model..

Advances in computational intelligence

Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany, 2013, Soft Comput..

A Neural Paradigm for Controlling Autonomous Systems with Reflex Behaviour and Learning Capability

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, 1995, IWANN.

Dengue Model Described by Differential Inclusions

Gonzalo Joya Caparrós, Alain Piétrus, Héctor de Arazoza, 2011, IWANN.

Special issue on advances in computational intelligence and machine learning (IWANN 2013)

Ignacio Rojas, Gonzalo Joya Caparrós, Joan Cabestany, 2015, Soft Comput..

FPGA implementation of a systems identification module based upon Hopfield networks

Francisco Sandoval Hernández, Hafida Boumeridja, Miguel A. Atencia Ruiz, 2007, Neurocomputing.

Sine Fitting Multiharmonic Algorithms Implemented by Artificial Neural Networks

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, Francisco García-Lagos, 2007, IWANN.

Optimal Phasor Measurement Unit Placement Using Genetic Algorithms

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, Francisco García-Lagos, 2003, IWANN.

Data mining process for identification of non-spontaneous saccadic movements in clinical electrooculography

Gonzalo Joya Caparrós, Roberto Becerra-García, Francisco García-Lagos, 2017, Neurocomputing.

Projectivity Invariant Pattern Recognition with High-Order Neural Networks

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, 1993, IWANN.

Numerical Implementation of Gradient Algorithms

Francisco Sandoval Hernández, Yadira Hernández, Miguel A. Atencia Ruiz, 2013, IWANN.

Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2011, IWANN.

System Identification of Dengue Fever Epidemics in Cuba

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2009, IWANN.

Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM)

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Madalina Olteanu, 2009, IWANN.

Optimización inteligente : técnicas de inteligencia computacional para optimización

Gonzalo Joya Caparrós, 2004 .

Neural Networks Based Projectivity Invariant Recognition of Flat Patterns

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, 1997, IWANN.

Neural Networks for Contingency Evaluation and Monitoring in Power Systems

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, Francisco García-Lagos, 2001, IWANN.

Numerical implementation of continuous Hopfield networks for optimization

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2001, ESANN.

Parametric identification of robotic systems with stable time-varying Hopfield networks

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2004, Neural Computing & Applications.

Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2003, IWANN.

Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform

Gonzalo Joya Caparrós, Fernando Rojas, David Zambrano, 2017, IWBBIO.

Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2002, ICANN.

Dynamical Analysis of Continuous Higher-Order Hopfield Networks for Combinatorial Optimization

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2005, Neural Computation.

Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images

Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparrós, 2017, IWANN.

Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine Learning

Gonzalo Joya Caparrós, Roberto Becerra-García, Francisco García-Lagos, 2015, IWANN.

Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2003, IWANN.

Application of Hopfield Neural Networks to State Estimation

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, Francisco García-Lagos, 1998, NC.

Associating arbitrary-order energy functions to an artificial neural network: Implications concerning the resolution of optimization problems

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 1997, Neurocomputing.

Hopfield neural networks for optimization: study of the different dynamics

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2002, Neurocomputing.

Hopfield Neural Networks for Parametric Identification of Dynamical Systems

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2004, Neural Processing Letters.

Fixed Points of the Abe Formulation of Stochastic Hopfield Networks

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Marie Kratz, 2007, ICANN.

A differential inclusion approach for modeling and analysis of dynamical systems under uncertainty

Gonzalo Joya Caparrós, Alain Piétrus, Héctor de Arazoza, 2013, Soft Comput..

A Formal Model for Definition and Simulation of Generic Neural Networks

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2004, Neural Processing Letters.

Hopfield networks: from optimization to adaptive control

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2015, IJCNN.

Hopfield networks for identification of delay differential equations with an application to dengue fever epidemics in Cuba

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2011, Neurocomputing.

Contingency evaluation and monitorization using artificial neural networks

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, Francisco García-Lagos, 2010, Neural Computing and Applications.

Identification of noisy dynamical systems with parameter estimation based on Hopfield neural networks

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2013, Neurocomputing.

Evaluation of different Project Based Learning designs in an MSc degree

Gonzalo Joya Caparrós, Luis Molina Tanco, Carmen García Berdonés, 2014 .

Statistical properties of the 'Hopfield estimator' of dynamical systems

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2011, ESANN.

Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2

Gonzalo Joya Caparrós, Roberto Rodríguez, Roberto Becerra-García, 2013, IWANN.

Editorial

Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català, 2017, Neural Processing Letters.

Sine-fitting multiharmonic algorithms implemented by artificial neural networks

Francisco Sandoval Hernández, Gonzalo Joya Caparrós, Francisco García-Lagos, 2009, Neurocomputing.

Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model

Francisco Sandoval Hernández, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2007, IWANN.

Early Pigmentary Retinosis Diagnostic Based on Classification Trees

Gonzalo Joya Caparrós, Vivian Sistachs Vega, Miguel A. Díaz Martínez, 2011, IWANN.

A discrete gradient method to enhance the numerical behaviour of Hopfield networks

Francisco Sandoval Hernández, Yadira Hernández, Miguel A. Atencia Ruiz, 2015, Neurocomputing.

Stochastic analysis of the Abe formulation of Hopfield networks

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Marie Kratz, 2005, ESANN.

Connectionist solutions for energy management systems

Gonzalo Joya Caparrós, 2000, ESANN.

Hopfield Neural Networks for Parametric Identification of Dynamical Systems

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández, 2005, Neural Process. Lett..

Two or three things that we (intend to) know about Hopfield and Tank networks

Gonzalo Joya, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, 2005, ESANN.

Parametric identification of robotic systems with stable time-varying Hopfield networks

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández, 2004, Neural Comput. Appl..

Advances in Computational Intelligence

Gonzalo Joya, Gonzalo Joya Caparrós, Ignacio Rojas, 2019, Lecture Notes in Computer Science.

Optimal Phasor Measurement Unit Placement Using Genetic Algorithms

Gonzalo Joya Caparrós, Francisco Javier Marín Martín, F. García-Lagos, 2003, IWANN.