Carlos González-Gutiérrez

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 22

Top Topics

Top Venues

SOCO-CISIS-ICEUTE

Publications

Santiago Iglesias Álvarez, Enrique Díez Alonso, María Luisa Sánchez Rodríguez, Javier Rodríguez Rodríguez, Saúl Pérez Fernández, Ronny Steveen Anangonó Tutasig, Carlos González-Gutiérrez, Alejandro Buendía Roca, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
Transiting Exoplanet Detection Through 1D Convolutional Neural Networks. DCAI (3) (2023)
Sandy Nohemy Hernández Pérez, Francisco David Pérez-Reynoso, Carlos González-Gutiérrez, María De los Ángeles Cosío León, Rocío Ortega-Palacios
EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT. Sensors 23 (9) (2023)
Saúl Pérez Fernández, Alejandro Buendía Roca, Carlos González-Gutiérrez, Javier Rodríguez Rodríguez, Santiago Iglesias Álvarez, Ronny Anangonó Tutasig, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction. SOCO (2) (2023)
Francisco David Pérez-Reynoso, Neín Farrera Vázquez, César Capetillo, Nestor Méndez-Lozano, Carlos González-Gutiérrez, Emmanuel López-Neri
Pattern Recognition of EMG Signals by Machine Learning for the Control of a Manipulator Robot. Sensors 22 (9) (2022)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Juan Díaz Suárez, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos, Jesús Daniel Santos Rodríguez
Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors. Log. J. IGPL 29 (2) (2021)
Carlos González-Gutiérrez, O. Beltramo-Martin, J. Osborn, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
Atmospheric Tomography Using Convolutional Neural Networks. IDEAL (2) (2020)
Francisco García Riesgo, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Carlos González-Gutiérrez, Enrique Díez Alonso, Francisco Javier Iglesias-Rodríguez, Pedro Riesgo Fernández, Laura Bonavera, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez
Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations. HAIS (2020)
Paloma Lequerica-Fernández, Ignacio Peña, Francisco Javier Iglesias-Rodríguez, Carlos González-Gutiérrez, Juan Carlos de Vicente
Outcome prediction for salivary gland cancer using multivariate adaptative regression splines (MARS) and self-organizing maps (SOM). Neural Comput. Appl. 32 (5) (2020)
Héctor deLlanos-Lanchares, Angel Álvarez-Arenal, Javier Bobes Bascaran, Carlos González-Gutiérrez, Ana Suárez Sánchez, Francisco Blanco Álvarez
Comparison of the periimplant bone stress distribution on three fixed partial supported prosthesis designs under different loading. A 3D finite element analysis. J. Exp. Theor. Artif. Intell. 31 (6) (2019)
Carlos González-Gutiérrez, María Luisa Sánchez Rodríguez, Ramón Ángel Fernández Díaz, José Luís Calvo-Rolle, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez
Rapid tomographic reconstruction through GPU-based adaptive optics. Log. J. IGPL 27 (2) (2019)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Francisco García Riesgo, María Luisa Sánchez Rodríguez, Francisco Javier Iglesias-Rodríguez, Jesús Daniel Santos Rodríguez
Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations. Sensors 19 (10) (2019)
Francisco García Riesgo, Sergio Luis Suárez Gómez, Fernando Sánchez Lasheras, Carlos González-Gutiérrez, Carmen Peñalver San Cristóbal, Francisco Javier de Cos Juez
Convolutional CARMEN: Tomographic Reconstruction for Night Observation. HAIS (2019)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Jorge Carballido-Landeira, Alastair Basden, James Osborn
Improving Adaptive Optics Reconstructions with a Deep Learning Approach. HAIS (2018)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, Laura Bonavera, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos
Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors. HAIS (2018)
Carlos González-Gutiérrez, María Luisa Sánchez Rodríguez, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
Multi-GPU Development of a Neural Networks Based Reconstructor for Adaptive Optics. Complex. 2018 (2018)
Héctor deLlanos-Lanchares, Angel Álvarez-Arenal, Javier Bobes Bascaran, Carlos González-Gutiérrez, Ana Suárez Sánchez, Francisco Blanco Álvarez
Comparison of the Periimplant Bone Stress Distribution on Three Fixed Partial Supported Prosthesis Designs Under Different Loading. A 3D Finite Element Analysis. SOCO-CISIS-ICEUTE (2017)
Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Mario Martínez-Zarzuela, Alastair G. Basden, James Osborn, Francisco Javier Díaz Pernas, Francisco Javier de Cos Juez
Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems. Sensors 17 (6) (2017)
Angel Álvarez-Arenal, Héctor deLlanos-Lanchares, Elena Martín Fernández, Carlos González-Gutiérrez, Mario Mauvezin-Quevedo, Francisco Javier de Cos Juez
An Artificial Neural Network Model for the Prediction of Bruxism by Means of Occlusal Variables. SOCO-CISIS-ICEUTE (2017)
Paloma Lequerica-Fernández, Ignacio Peña, Fernando Sánchez Lasheras, Francisco Javier Iglesias-Rodríguez, Carlos González-Gutiérrez, Juan Carlos de Vicente
Outcome Prediction for Salivary Gland Cancer Using Multivariate Adaptative Regression Splines (MARS) and Self-Organizing Maps (SOM). SOCO-CISIS-ICEUTE (2017)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks. ISDA (2016)
Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Ramón Ángel Fernández Díaz, José Luís Calvo-Rolle, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez
Using GPUs to Speed up a Tomographic Reconstructor Based on Machine Learning. SOCO-CISIS-ICEUTE (2016)
Sonia Garrote, Azael J. Herrero, Miguel Pedraza-Hueso, Carlos González-Gutiérrez, María V. Fernández-San Román, Francisco Javier Díaz Pernas, Héctor Menéndez, Cristina M. Ferrero, Mario Martínez-Zarzuela
EPIK - Virtual Rehabilitation Platform Devised to Increase Self-reliance of People with Limited Mobility. ICT4AgeingWell (2015)