Manuel Domínguez-Morales

41 papers B 3C 3Journal 24Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explainable Deep Learning System for Custom Report Generation in Breast Cancer Histology.
Cogn. Comput.
Miguel Á. Anguita-Molina, Javier Civit-Masot, Luis Muñoz-Saavedra, Aurora Polo Rodríguez, Manuel Domínguez-Morales
2025 J jnl
Gait-Based Parkinson's Disease Detection Using Recurrent Neural Networks for Wearable Systems.
Big Data Cogn. Comput.
Carlos Rangel-Cascajosa, Francisco Luna-Perejón, Saturnino Vicente Diaz, Manuel Domínguez-Morales
2024 J jnl
A lightweight xAI approach to cervical cancer classification.
Medical Biol. Eng. Comput.
Javier Civit-Masot, Francisco Luna-Perejon, Luis Muñoz-Saavedra, Manuel Domínguez-Morales, Antón Civit
2024 J jnl
Brain Tumor Detection Using Magnetic Resonance Imaging and Convolutional Neural Networks.
Big Data Cogn. Comput.
Rafael Martínez-Del-Río-Ortega, Javier Civit-Masot, Francisco Luna-Perejón, Manuel Domínguez-Morales
2024 J jnl
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification.
Eng. Appl. Artif. Intell.
José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales
2024 J jnl
Optimized Machine Learning Classifiers for Symptom-Based Disease Screening.
Comput.
Auba Fuster-Palà, Francisco Luna-Perejón, Lourdes Miro-Amarante, Manuel Domínguez-Morales
2023 J jnl
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images.
Sensors
Luis Muñoz-Saavedra, Elena Escobar-Linero, Javier Civit-Masot, Francisco Luna-Perejón, Antón Civit, Manuel Domínguez-Morales
2023 J jnl
Designing and evaluating a wearable device for affective state level classification using machine learning techniques.
Expert Syst. Appl.
Luis Muñoz-Saavedra, Elena Escobar-Linero, Lourdes Miro-Amarante, M. Rocío Bohórquez, Manuel Domínguez-Morales
2023 — conf
ECG Pre-processing and Feature Extraction Tool for Intelligent Simulation Systems.
SimuTools
Manuel Domínguez-Morales, Adolfo Muñoz-Macho, José Luis Sevillano
2023 J jnl
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification.
CoRR
José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales
2023 J jnl
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies.
Sensors
Elena Escobar-Linero, Luis Muñoz-Saavedra, Francisco Luna-Perejón, José Luis Sevillano, Manuel Domínguez-Morales
2022 J jnl
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation.
CoRR
Javier Civit-Masot, Francisco Luna-Perejon, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estevez, Antón Civit
2022 J jnl
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques.
Comput. Methods Programs Biomed.
Javier Civit-Masot, Alejandro Bañuls-Beaterio, Manuel Domínguez-Morales, Manuel Rivas Pérez, Luis Muñoz-Saavedra, José María Rodríguez Corral
2022 J jnl
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems.
Eng. Appl. Artif. Intell.
Elena Escobar-Linero, Francisco Luna-Perejón, Luis Muñoz-Saavedra, José Luis Sevillano, Manuel Domínguez-Morales
2022 J jnl
Worker's physical fatigue classification using neural networks.
Expert Syst. Appl.
Elena Escobar-Linero, Manuel Domínguez-Morales, José Luis Sevillano
2021 J jnl
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders.
Sensors
Enrique Piñero-Fuentes, Salvador Canas-Moreno, Antonio Rios-Navarro, Manuel Domínguez-Morales, José Luis Sevillano, Alejandro Linares-Barranco
2021 J jnl
A study on the use of Edge TPUs for eye fundus image segmentation.
Eng. Appl. Artif. Intell.
Javier Civit-Masot, Francisco Luna-Perejón, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estévez, Antón Civit
2021 J jnl
AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks.
Sensors
Francisco Luna-Perejón, Luis Muñoz-Saavedra, Javier Civit-Masot, Antón Civit, Manuel Domínguez-Morales
2021 J jnl
IoT garment for remote elderly care network.
Biomed. Signal Process. Control.
Francisco Luna-Perejón, Luis Muñoz-Saavedra, Jose M. Castellano-Domínguez, Manuel Domínguez-Morales
2021 J jnl
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing.
Neurocomputing
Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez
2018 J jnl
Corrigendum to NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237C (2017) pp. 418-422.
Neurocomputing
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno
2018 J jnl
Embedded neural network for real-time animal behavior classification.
Neurocomputing
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Elena Cerezuela-Escudero, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Manuel Rivas Pérez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2018 B conf
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA.
IJCNN
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2018 J jnl
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator.
CoRR
Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Claudio Amaya, Alejandro Linares-Barranco
2018 — ed.
Proceedings of the 5th International Conference on Physiological Computing Systems, PhyCS 2018, Seville, Spain, September 19-21, 2018.
PhyCS
Juan-Manuel Belda-Lois, Chen Wang, Manuel Domínguez-Morales, Alan Pope, Hugo Plácido da Silva
2017 — conf
A Microcontroller Based System for Controlling Patient Respiratory Guidelines.
IWBBIO (2)
Leticia Morales-Trujillo, Manuel Domínguez-Morales, Andrés Jiménez-Ramírez, María J. Escalona
2017 C conf
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker.
ISCAS
Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Alejandro Linares-Barranco
2017 J jnl
NAVIS: Neuromorphic Auditory VISualizer Tool.
Neurocomputing
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno
2017 B conf
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks.
IJCNN
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Lourdes Miro-Amarante, Francisco Gomez-Rodriguez, Manuel Domínguez-Morales, Manuel Rivas Pérez, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2016 J jnl
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana.
IEEE Commun. Lett.
Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Manuel Domínguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Daniel Cascado Caballero, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
2015 C conf
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA.
ISCAS
Antonio Rios-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco
2015 B conf
Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network.
IJCNN
Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Manuel Domínguez-Morales, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno
2015 — conf
Real-time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA.
EBCCSP
Antonio Rios-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco
2012 C conf
Live demonstration: On the distance estimation of moving targets with a Stereo-Vision AER system.
ISCAS
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Gabriel Jiménez, Alejandro Linares-Barranco
2011 — conf
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation.
ICONIP (1)
Manuel Ramon López-Torres, Fernando Díaz-del-Río, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco
2011 — conf
An AER to CAN Bridge for Spike-Based Robot Control.
IWANN (1)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Alejandro Linares-Barranco, D. Cascado, Juan López Coronado, J. L. Muñoz, Gabriel Jiménez
2011 — conf
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation.
ICONIP (1)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Manuel Ramon López-Torres, Elena Cerezuela-Escudero, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno, Arturo Morgado Estevez
2011 — conf
Image Matching Algorithms in Stereo Vision using Address-event-representation - A Theoretical Study and Evaluation of the Different Algorithms.
SIGMAP
Manuel Domínguez-Morales, Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Juan Luis Font-Calvo, Pablo Iñigo-Blasco, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno
2011 — conf
On the Designing of Spikes Band-Pass Filters for FPGA.
ICANN (2)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez
2011 — conf
Simulating Building Blocks for Spikes Signals Processing.
IWANN (2)
Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Elena Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez
2011 — conf
Technical Viability Study for Behavioral Monitoring of Wildlife Animals in Doñana - An 802.15.4 Coverage Study in a Natural Park.
DCNET/OPTICS
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco, Rafael Paz, Gabriel Jiménez-Moreno, R. Soriguer