Miguel A. Atencia Ruiz

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): 2691-2697 (2011)

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós: Statistical properties of the 'Hopfield estimator' of dynamical systems. ESANN 2011

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems. IWANN (2) 2011: 516-523

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: 886-892

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: 901-908

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): 2828-2835 (2007)

Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós: Fixed Points of the Abe Formulation of Stochastic Hopfield Networks. ICANN (1) 2007: 599-608

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: 948-955

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Dynamical Analysis of Continuous Higher-Order Hopfield Networks for Combinatorial Optimization. Neural Computation 17(8): 1802-1819 (2005)

José M. Jerez-Aragonés, Miguel A. Atencia Ruiz: A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. Neural Processing Letters 21(1): 1-20 (2005)

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Hopfield Neural Networks for Parametric Identification of Dynamical Systems. Neural Processing Letters 21(2): 143-152 (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: 25-36

Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós: Stochastic analysis of the Abe formulation of Hopfield networks. ESANN 2005: 55-60

Hafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: FPGA Implementation of Hopfield Networks for Systems Identification. IWANN 2005: 582-589

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Parametric identification of robotic systems with stable time-varying Hopfield networks. Neural Computing and Applications 13(4): 270-280 (2004)

José M. Jerez-Aragonés, Miguel A. Atencia Ruiz, Francisco J. Vico, Enrique Domínguez Merino: A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. IWANN (1) 2003: 190-197

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. IWANN (1) 2003: 350-357

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. IWANN (2) 2003: 449-456

Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández: Hopfield neural networks for optimization: study of the different dynamics. Neurocomputing 43(1-4): 219-237 (2002)

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods. ICANN 2002: 1365-1370

Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Numerical implementation of continuous Hopfield networks for optimization. ESANN 2001: 359-364

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

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): 139-156 (1997)

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