Miguel A. Atencia Ruiz

46 papers B 7C 1Misc 4Journal 18Unranked 16

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts. IWANN (2) Ruxandra Stoean, Patricio García Báez, Carmen Paz Suárez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean
2022	J	`jnl`	Numerical methods that preserve a Lyapunov function for Ordinary Differential Equations. CoRR Yadira Hernández-Solano, Miguel A. Atencia Ruiz
2022	Misc	`conf`	On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs. SYNASC Catalin Stoean, Nebojsa Bacanin, Ruxandra Stoean, Leonard Ionescu, Cristian Daniel Alecsa, Mircea Hotoleanu, Miguel A. Atencia Ruiz, Gonzalo Joya
2021	—	`conf`	A Convolutional Neural Network as a Proxy for the XRF Approximation of the Chemical Composition of Archaeological Artefacts in the Presence of Inter-microscope Variability. IWANN (2) Catalin Stoean, Leonard Ionescu, Ruxandra Stoean, Marinela Boicea, Miguel A. Atencia Ruiz, Gonzalo Joya
2021	B	`conf`	A Deep Learning-based Surrogate for the XRF Approximation of Elemental Composition within Archaeological Artefacts before Restoration. KES Ruxandra Stoean, Leonard Ionescu, Catalin Stoean, Marinela Boicea, Miguel A. Atencia Ruiz, Gonzalo Joya
2021	—	`conf`	Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound. IWANN (1) Ruxandra Stoean, Dominic Iliescu, Catalin Stoean, Vlad Ilie, Ciprian Patru, Mircea Hotoleanu, Rodica Nagy, Dan Ruican, Rares Trocan, Andreea Marcu, Miguel A. Atencia Ruiz, Gonzalo Joya
2020	J	`jnl`	Advances in computational intelligence. Neural Comput. Appl. Miguel A. Atencia Ruiz, Gonzalo Joya, Francisco García-Lagos
2020	J	`jnl`	Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals. Sensors Catalin Stoean, Ruxandra Stoean, Miguel A. Atencia Ruiz, Moloud Abdar, Luís Velázquez Pérez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya, Gonzalo Joya
2020	—	`conf`	Time Series Clustering with Deep Reservoir Computing. ICANN (2) Miguel A. Atencia Ruiz, Claudio Gallicchio, Gonzalo Joya, Alessio Micheli
2019	—	`conf`	Dynamic Clustering of Time Series with Echo State Networks. IWANN (2) Miguel A. Atencia Ruiz, Catalin Stoean, Ruxandra Stoean, Roberto Rodríguez-Labrada, Gonzalo Joya
2019	—	`conf`	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) Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-García, Rodolfo García-Bermúdez, Miguel A. Atencia Ruiz, Francisco García-Lagos, Luís Velázquez Pérez, Gonzalo Joya
2018	B	`conf`	Non-negative Matrix Factorization for Medical Imaging. ESANN Miguel A. Atencia Ruiz, Ruxandra Stoean
2017	—	`conf`	Architecture for Neurological Coordination Tests Implementation. IWANN (2) Michel Velázquez-Mariño, Miguel A. Atencia Ruiz, Rodolfo García-Bermúdez, Francisco Sandoval, Daniel Pupo-Ricardo
2017	J	`jnl`	New trends in computational intelligence. Neurocomputing Francisco Sandoval, Alberto Prieto, Miguel A. Atencia Ruiz
2015	J	`jnl`	A discrete gradient method to enhance the numerical behaviour of Hopfield networks. Neurocomputing Yadira Hernández-Solano, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2015	J	`jnl`	Advances in computational intelligence: Selected and improved papers of the 12th International Work-Conference on Artificial Neural Networks (IWANN 2013). Neurocomputing Miguel A. Atencia Ruiz, Francisco Sandoval Hernández, Alberto Prieto
2015	—	`conf`	Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment. IWANN (2) Michel Velázquez-Mariño, Miguel A. Atencia Ruiz, Rodolfo García-Bermúdez, Daniel Pupo-Ricardo, Roberto Becerra-García, Luís Velázquez Pérez, Francisco Sandoval
2015	B	`conf`	Hopfield networks: from optimization to adaptive control. IJCNN Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2013	J	`jnl`	Advances in artificial neural networks and machine learning. Neurocomputing Alberto Prieto, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
2013	J	`jnl`	Estimation of parameters based on artificial neural networks and threshold of HIV/AIDS epidemic system in Cuba. Math. Comput. Model. Miguel A. Atencia Ruiz, Esther García-Garaluz, Héctor de Arazoza, Gonzalo Joya Caparrós
2013	J	`jnl`	Identification of noisy dynamical systems with parameter estimation based on Hopfield neural networks. Neurocomputing Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2013	—	`conf`	Numerical Implementation of Gradient Algorithms. IWANN (2) Miguel A. Atencia Ruiz, Yadira Hernández, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2011	J	`jnl`	Hopfield networks for identification of delay differential equations with an application to dengue fever epidemics in Cuba. Neurocomputing Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
2011	—	`conf`	Robustness of the "Hopfield Estimator" for Identification of Dynamical Systems. IWANN (2) Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2011	B	`conf`	Statistical properties of the 'Hopfield estimator' of dynamical systems. ESANN Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2009	—	`conf`	Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM). IWANN (1) Madalina Olteanu, Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2009	—	`conf`	System Identification of Dengue Fever Epidemics in Cuba. IWANN (1) Esther García-Garaluz, Miguel A. Atencia Ruiz, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2007	Misc	`conf`	Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model. IWANN Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Esther García-Garaluz, Héctor de Arazoza, Francisco Sandoval Hernández
2007	J	`jnl`	FPGA implementation of a systems identification module based upon Hopfield networks. Neurocomputing Miguel A. Atencia Ruiz, Hafida Boumeridja, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández
2007	—	`conf`	Fixed Points of the Abe Formulation of Stochastic Hopfield Networks. ICANN (1) Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2005	J	`jnl`	A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. Neural Process. Lett. José M. Jerez-Aragonés, Miguel A. Atencia Ruiz
2005	J	`jnl`	Dynamical Analysis of Continuous Higher-Order Hopfield Networks for Combinatorial Optimization. Neural Comput. Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005	Misc	`conf`	FPGA Implementation of Hopfield Networks for Systems Identification. IWANN Hafida Boumeridja, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005	J	`jnl`	Hopfield Neural Networks for Parametric Identification of Dynamical Systems. Neural Process. Lett. Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2005	B	`conf`	Stochastic analysis of the Abe formulation of Hopfield networks. ESANN Marie Kratz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós
2005	B	`conf`	Two or three things that we (intend to) know about Hopfield and Tank networks. ESANN Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2004	J	`jnl`	Parametric identification of robotic systems with stable time-varying Hopfield networks. Neural Comput. Appl. Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2003	—	`conf`	A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. IWANN (1) José M. Jerez-Aragonés, Miguel A. Atencia Ruiz, Francisco J. Vico, Enrique Domínguez Merino
2003	—	`conf`	Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. IWANN (2) Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2003	—	`conf`	Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. IWANN (1) Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2002	C	`conf`	Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods. ICANN Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2002	J	`jnl`	Hopfield neural networks for optimization: study of the different dynamics. Neurocomputing Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
2001	B	`conf`	Numerical implementation of continuous Hopfield networks for optimization. ESANN Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
2000	J	`jnl`	A Formal Model for Definition and Simulation of Generic Neural Networks. Neural Process. Lett. Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández
1997	J	`jnl`	Associating arbitrary-order energy functions to an artificial neural network: Implications concerning the resolution of optimization problems. Neurocomputing Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández
1997	Misc	`conf`	Hopfield Neural Network Applied to Optimization Problems: Some Theoretical and Simulation Results. IWANN Gonzalo Joya Caparrós, Miguel A. Atencia Ruiz, Francisco Sandoval Hernández