Miguel A. Atencia Ruiz

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 11

Top Topics

Unsupervised Learning

Computational Intelligence

Matrix Factorization

Top Venues

Publications

Ruxandra Stoean, Patricio García Báez, Carmen Paz Suárez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean
Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts. IWANN (2) (2023)
Yadira Hernández-Solano, Miguel A. Atencia Ruiz
Numerical methods that preserve a Lyapunov function for Ordinary Differential Equations. CoRR (2022)
Catalin Stoean, Nebojsa Bacanin, Ruxandra Stoean, Leonard Ionescu, Cristian Alecsa, Mircea Hotoleanu, Miguel A. Atencia Ruiz, Gonzalo Joya
On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs. SYNASC (2022)
Catalin Stoean, Ruxandra Stoean, Miguel A. Atencia Ruiz, Moloud Abdar, Luís Velázquez Pérez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya, Gonzalo Joya
Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals. Sensors 20 (11) (2020)
Miguel A. Atencia Ruiz, Gonzalo Joya, Francisco García-Lagos
Advances in computational intelligence. Neural Comput. Appl. 32 (2) (2020)
Miguel A. Atencia Ruiz, Claudio Gallicchio, Gonzalo Joya, Alessio Micheli
Time Series Clustering with Deep Reservoir Computing. ICANN (2) (2020)
Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-García, Rodolfo García-Bermúdez, Miguel A. Atencia Ruiz, Francisco García-Lagos, Luís Velázquez Pérez, Gonzalo Joya
Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2. IWANN (2) (2019)
Miguel A. Atencia Ruiz, Catalin Stoean, Ruxandra Stoean, Roberto Rodríguez-Labrada, Gonzalo Joya
Dynamic Clustering of Time Series with Echo State Networks. IWANN (2) (2019)
Miguel A. Atencia Ruiz, Ruxandra Stoean
Non-negative Matrix Factorization for Medical Imaging. ESANN (2018)
Francisco Sandoval, Alberto Prieto, Miguel A. Atencia Ruiz
New trends in computational intelligence. Neurocomputing 250 (2017)
Michel Velázquez-Mariño, Miguel A. Atencia Ruiz, Rodolfo García-Bermúdez, Francisco Sandoval, Daniel Pupo-Ricardo
Architecture for Neurological Coordination Tests Implementation. IWANN (2) (2017)
Miguel A. Atencia Ruiz, Francisco Sandoval Hernández, Alberto Prieto
Advances in computational intelligence: Selected and improved papers of the 12th International Work-Conference on Artificial Neural Networks (IWANN 2013). Neurocomputing 164 (2015)
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)
Michel Velázquez-Mariño, Miguel A. Atencia Ruiz, Rodolfo García-Bermúdez, Daniel Pupo-Ricardo, Roberto Becerra-García, Luís Velázquez Pérez, Francisco Sandoval
Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment. IWANN (2) (2015)
Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
Hopfield networks: from optimization to adaptive control. IJCNN (2015)
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)
Alberto Prieto, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
Advances in artificial neural networks and machine learning. Neurocomputing 121 (2013)
Miguel A. Atencia Ruiz, Yadira Hernández, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
Numerical Implementation of Gradient Algorithms. IWANN (2) (2013)
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)
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)
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)
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)
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)
José M. Jerez-Aragonés, Miguel A. Atencia Ruiz
A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. Neural Process. Lett. 21 (1) (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)
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)
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)
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, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation Results. 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)