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ORCIDCarlos González-Gutiérrez
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2020 – today
- 2023
[j9]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): 4553 (2023)- [c13]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: 51-60 - [c12]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: 354-363 - 2022
- [j8]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): 3424 (2022) - 2021
- [j7]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): 180-192 (2021) - 2020
- [j6]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): 1219-1229 (2020) - [c11]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: 674-685 - [c10]Carlos González-Gutiérrez, Olivier Beltramo-Martin, J. Osborn, José Luís Calvo-Rolle, Francisco Javier de Cos Juez:
Atmospheric Tomography Using Convolutional Neural Networks. IDEAL (2) 2020: 561-569
2010 – 2019
- 2019
- [j5]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): 214-226 (2019) - [j4]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): 875-888 (2019) - [j3]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): 2233 (2019) - [c9]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: 335-345 - 2018
- [j2]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: 5348265:1-5348265:9 (2018) - [c8]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: 74-83 - [c7]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: 411-421 - 2017
- [j1]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): 1263 (2017) - [c6]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: 361-370 - [c5]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: 371-380 - [c4]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: 410-418 - 2016
- [c3]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: 1051-1060 - [c2]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: 279-289 - 2015
- [c1]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: 188-193
Coauthor Index
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