Directorio
JUAN PEDRO DOMINGUEZ MORALES
Categoría
Profesor Contratado Doctor
Contacto
Correo electrónico
Departamento
Área
Arquitectura y Tecnología de Computadores
Docencia
Investigación
Grupo de investigación
ROBOTICA Y TECNOLOGÍA DE COMPUTADORES (RTCAR)
Proyectos y contratos de investigación
Máquinas Bio-Inspiradas sobre plataformas de computación de altas prestaciones: un enfoque multidisciplinar (TIN2017-89842-P - Investigador/a)
Neuromorphic Processor (P051-15/E03 - Investigador/a)
Sistema Cognitivo de Fusión Sensorial de Visión y Audio por Eventos. (TEC2016-77785-P - Investigador/a)
Reconocimiento Topológico de Imagenes Digitales 4d Via el Modelo Hsf (MTM2016-81030-P - Investigador/a)
Sistema Bioinspirado de Fusión Sensorial y Procesamiento Neurocortical Basado en Eventos. Aplicaciones de Alta Velocidad y Bajo Coste en Robótica y Au (TEC2012-37868-C04-02 - Investigador/a)
Mota-Infraestructura de Sensado y Transmisión Inalámbrica para la Observación y Análisis de la Pauta de Animales Salvajes o en Semilibertad (Minerva) (P12-TIC-1300 - Investigador/a)
Diseño de un instrumento USB de medida de electro-conductividad para bio-sensores de efecto electro-químico (P032-14/E03 - Participante)
Plataforma Robotizada para la Automatización de la Detección y Diagnóstico de Enfermedades Infecciosas y Tumorales (P055-12/E03 - Participante)
BioSense - SISTEMA BIOINSPIRADO DE FUSION SENSORIAL Y PROCESAMIENTO NEUROCORTICAL BASADO EN EVENTOS. APLICACIONES DE ALTA VELOCIDAD Y BAJO COSTE EN RO (TEC2012-37868-C04-02 - Investigador/a)
Capítulos en Libros
Luna, Francisco;Domínguez-Morales, Juan Pedro;Civit, Javier;Hors-fraile, Santiago;Civit-Balcells, Antonio Abad:
Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados. Pág. 123-133. 3ciencias. 3ciencias. 2018.
Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados. Pág. 123-133. 3ciencias. 3ciencias. 2018.
Asistencia a congresos
Luna, Francisco;Domínguez-Morales, Manuel Jesús;Civit, Javier;Durán, Lourdes;Muñoz, Luis;Domínguez-Morales, Juan Pedro;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro;Civit-Balcells, Antonio Abad:
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Luna, Francisco;Civit, Javier;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Luna, Francisco;Durán, Lourdes;Civit, Javier;Domínguez-Morales, Juan Pedro;Vicente-Diaz, Saturnino;Civit-Balcells, Antonio Abad;Cascado-Caballero, Daniel;Linares-Barranco, Alejandro:
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. Poster en Congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. Poster en Congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Civit, Javier;Luna, Francisco;Durán, Lourdes;Domínguez-Morales, Juan Pedro;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro;Civit-Balcells, Antonio Abad:
Multi-dataset Training for Medical Image Segmentation as a Service. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Multi-dataset Training for Medical Image Segmentation as a Service. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro;Pérez-Peña, Fernando;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker. Demostración en Congreso. IEEE International Symposium on Circuits and Systems 2019. SAPPORO (JAPÓN). 2019
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker. Demostración en Congreso. IEEE International Symposium on Circuits and Systems 2019. SAPPORO (JAPÓN). 2019
Domínguez-Morales, Juan Pedro;Liu, Qian;James, Robert;Gutierrez-Galan, Daniel;Jiménez-Fernández, Ángel Francisco;Davidson, Simon;Furber, Steve:
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. Comunicación en congreso. The 2018 International Joint Conference on Neural Networks. Río de Janeiro, Brasil. 2018
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. Comunicación en congreso. The 2018 International Joint Conference on Neural Networks. Río de Janeiro, Brasil. 2018
Tapiador, Ricardo;Ríos-Navarro, Antonio;Domínguez-Morales, Juan Pedro;Gutierrez-Galan, Daniel;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. Comunicación en congreso. The 2018 International Joint Conference on Neural Networks. Río de Janeiro, Brasil. 2018
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. Comunicación en congreso. The 2018 International Joint Conference on Neural Networks. Río de Janeiro, Brasil. 2018
Domínguez-Morales, Juan Pedro;Jiménez-Fernández, Ángel Francisco;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro;Olmo-sevilla, Asunción;Fernández-enríquez, Antonio:
A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis. Comunicación en congreso. ROBOT 2017: Third Iberian Robotics Conference. Sevilla, Escuela Técnica Superior de Ingeniería. 2017
A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis. Comunicación en congreso. ROBOT 2017: Third Iberian Robotics Conference. Sevilla, Escuela Técnica Superior de Ingeniería. 2017
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro;Tapiador, Ricardo;Ríos-Navarro, Antonio;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. Comunicación en congreso. 14th International Work-Conference on Artificial Neural Networks. Cádiz, Spain. 2017
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. Comunicación en congreso. 14th International Work-Conference on Artificial Neural Networks. Cádiz, Spain. 2017
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro;Miró-Amarante, Lourdes;Gómez-Rodríguez, Francisco De Asís;Domínguez-Morales, Manuel Jesús;Rivas-Pérez, Manuel;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Semi-wildlife gait patterns classification using statistical methods and artificial neural networks. Comunicación en congreso. The International Joint Conference on Neural Networks (IJCNN 2017). ANCHORAGE, ALASKA (USA). 2017
Semi-wildlife gait patterns classification using statistical methods and artificial neural networks. Comunicación en congreso. The International Joint Conference on Neural Networks (IJCNN 2017). ANCHORAGE, ALASKA (USA). 2017
Domínguez-Morales, Juan Pedro;Ríos-Navarro, Antonio;Gutierrez-Galan, Daniel;Tapiador, Ricardo;Jiménez-Fernández, Ángel Francisco;Cerezuela-Escudero, Elena;Domínguez-Morales, Manuel Jesús;Linares-Barranco, Alejandro:
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. Demostración en Congreso. 2017 IEEE International Symposium on Circuits and Systems (ISCAS). Baltimore, MD, USA. 2017
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. Demostración en Congreso. 2017 IEEE International Symposium on Circuits and Systems (ISCAS). Baltimore, MD, USA. 2017
Gutierrez-Galan, Daniel;Cerezuela-Escudero, Elena;Domínguez-Morales, Juan Pedro;Domínguez-Morales, Manuel Jesús;Tapiador, Ricardo;Ríos-Navarro, Antonio;Jiménez-Fernández, Ángel Francisco:
Realización de un proyecto en grupo con carácter multidisciplinar para alumnos de Ingeniería de la Salud usando la metodología ABP. Comunicación en congreso. Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI). - Almería, - Almeria, España. 2016
Realización de un proyecto en grupo con carácter multidisciplinar para alumnos de Ingeniería de la Salud usando la metodología ABP. Comunicación en congreso. Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI). - Almería, - Almeria, España. 2016
Cerezuela-Escudero, Elena;Ríos-Navarro, Antonio;Domínguez-Morales, Juan Pedro;Tapiador, Ricardo;Gutierrez-Galan, Daniel;Martín-cañal, Carlos;Linares-Barranco, Alejandro:
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study. Comunicación en congreso. DCAI 13th International Conference on Distributed Computing and Artificial Intelligence. Sevilla. 2016
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study. Comunicación en congreso. DCAI 13th International Conference on Distributed Computing and Artificial Intelligence. Sevilla. 2016
Ríos-Navarro, Antonio;Domínguez-Morales, Juan Pedro;Tapiador, Ricardo;Gutierrez-Galan, Daniel;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging. Comunicación en congreso. 2nd International Conference on Control, Communication, and Signal Processing. Krakow. 2016
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging. Comunicación en congreso. 2nd International Conference on Control, Communication, and Signal Processing. Krakow. 2016
Tapiador-morales, Ricardo;Ríos-Navarro, Antonio;Jiménez-Fernández, Ángel Francisco;Domínguez-Morales, Juan Pedro;Linares-Barranco, Alejandro:
System based on inertial sensors for behavioral monitoring of wildlife. Comunicación en congreso. International Conference on Computer, Information, and Telecommunication Systems 2015. GIJON , ESPAÑA. 2015
System based on inertial sensors for behavioral monitoring of wildlife. Comunicación en congreso. International Conference on Computer, Information, and Telecommunication Systems 2015. GIJON , ESPAÑA. 2015
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro:
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker. Demostración en Congreso. . .
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker. Demostración en Congreso. . .
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro;Pérez-Peña, Fernando;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker. Demostración en Congreso. . .
Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker. Demostración en Congreso. . .
Artículos publicados
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Ríos-Navarro, Antonio;Gutierrez-Galan, Daniel;Jiménez-Fernández, Ángel Francisco;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
Performance evaluation of Deep Learning-based prostate cancer screening methods in histopathological images: measuring the impact of the model¿s compl. Sensors. 2021. Vol: 21. Núm: Issue 4,1122. Pág. 1-13. https://doi.org/10.3390/s21041122.
Performance evaluation of Deep Learning-based prostate cancer screening methods in histopathological images: measuring the impact of the model¿s compl. Sensors. 2021. Vol: 21. Núm: Issue 4,1122. Pág. 1-13. https://doi.org/10.3390/s21041122.
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Corral-Jaime, Jesus;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
COVID-XNet: A Custom Deep Learning System to Diagnose and Locate COVID-19 in Chest X-ray Images. Applied Sciences. 2020. Vol: 10. Núm: 16. Pág. 1-12. https://doi.org/10.3390/app10165683.
COVID-XNet: A Custom Deep Learning System to Diagnose and Locate COVID-19 in Chest X-ray Images. Applied Sciences. 2020. Vol: 10. Núm: 16. Pág. 1-12. https://doi.org/10.3390/app10165683.
Durán, Lourdes;Domínguez-Morales, Juan Pedro;Conde-Martin, Antonio Felix;Vicente-Diaz, Saturnino;Linares-Barranco, Alejandro:
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection. IEEE Access. 2020. Vol: 8. Pág. 128613-128628. https://doi.org/10.1109/ACCESS.2020.3008868.
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection. IEEE Access. 2020. Vol: 8. Pág. 128613-128628. https://doi.org/10.1109/ACCESS.2020.3008868.
Cascado-Caballero, Daniel;Durán, Lourdes;Domínguez-Morales, Juan Pedro;Gutierrez-Galan, Daniel;Amaya-Rodriguez, Claudio Antonio;Domínguez-Morales, Manuel Jesús:
Implementing a distance estimator for a wildlife tracking system based on 802.15.4. Electronics. 2019. Vol: 8. Núm: 12. 10.3390/electronics8121438.
Implementing a distance estimator for a wildlife tracking system based on 802.15.4. Electronics. 2019. Vol: 8. Núm: 12. 10.3390/electronics8121438.
Domínguez-Morales, Manuel Jesús;Domínguez-Morales, Juan Pedro;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel:
Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA). Electronics. 2019. Vol: 8. Núm: 4. https://doi.org/10.3390/electronics8040410.
Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA). Electronics. 2019. Vol: 8. Núm: 4. https://doi.org/10.3390/electronics8040410.
Domínguez-Morales, Manuel Jesús;Domínguez-Morales, Juan Pedro;Ríos-Navarro, Antonio;Cascado-Caballero, Daniel;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system. Electronics. 2019. Vol: 8. Núm: 12. 10.3390/electronics8121502.
Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system. Electronics. 2019. Vol: 8. Núm: 12. 10.3390/electronics8121502.
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro;Cerezuela-Escudero, Elena;Ríos-Navarro, Antonio;Tapiador, Ricardo;Rivas-Pérez, Manuel;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Embedded neural network for real-time animal behavior classification. Neurocomputing. 2018. Vol: 272. Pág. 17-26. 10.1016/j.neucom.2017.03.090.
Embedded neural network for real-time animal behavior classification. Neurocomputing. 2018. Vol: 272. Pág. 17-26. 10.1016/j.neucom.2017.03.090.
Domínguez-Morales, Juan Pedro;Jiménez-Fernández, Ángel Francisco;Domínguez-Morales, Manuel Jesús;Jimenez-Moreno, Gabriel:
Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors. IEEE Transactions on Biomedical Circuits and Systems. 2018. Vol: 12. Núm: 1. Pág. 24-34. 10.1109/TBCAS.2017.2751545.
Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors. IEEE Transactions on Biomedical Circuits and Systems. 2018. Vol: 12. Núm: 1. Pág. 24-34. 10.1109/TBCAS.2017.2751545.
Domínguez-Morales, Juan Pedro;Jiménez-Fernández, Ángel Francisco;Domínguez-Morales, Manuel Jesús;Jimenez-Moreno, Gabriel:
NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing. 2017. Vol: 237. Pág. 418-422. 10.1016/j.neucom.2016.12.046.
NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing. 2017. Vol: 237. Pág. 418-422. 10.1016/j.neucom.2016.12.046.
Gutierrez-Galan, Daniel;Domínguez-Morales, Juan Pedro;Tapiador, Ricardo;Ríos-Navarro, Antonio;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. Lecture Notes in Computer Science. 2017. Vol: 10305. Pág. 520-531. https://doi.org/10.1007/978-3-319-59153-7_45.
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. Lecture Notes in Computer Science. 2017. Vol: 10305. Pág. 520-531. https://doi.org/10.1007/978-3-319-59153-7_45.
Cuevas-arteaga, Brayan;Domínguez-Morales, Juan Pedro;Rostro-gonzalez, Horacio;Espinal, Andres;Jiménez-Fernández, Ángel Francisco;Gómez-Rodríguez, Francisco De Asís;Linares-Barranco, Alejandro:
A SpiNNaker Application: Design, Implementation and Validation of SCPGs. Lecture Notes in Computer Science. 2017. Vol: 10305. Pág. 548-559. https://doi.org/10.1007/978-3-319-59153-7_47.
A SpiNNaker Application: Design, Implementation and Validation of SCPGs. Lecture Notes in Computer Science. 2017. Vol: 10305. Pág. 548-559. https://doi.org/10.1007/978-3-319-59153-7_47.
Domínguez-Morales, Juan Pedro;Jiménez-Fernández, Ángel Francisco;Ríos-Navarro, Antonio;Cerezuela-Escudero, Elena;Gutierrez-Galan, Daniel;Domínguez-Morales, Manuel Jesús;Jimenez-Moreno, Gabriel:
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker. Lecture Notes in Computer Science. 2016. Vol: 9886. Núm: 1. Pág. 45-53. https://doi.org/10.1007/978-3-319-44778-0_6.
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker. Lecture Notes in Computer Science. 2016. Vol: 9886. Núm: 1. Pág. 45-53. https://doi.org/10.1007/978-3-319-44778-0_6.
Ríos-Navarro, Antonio;Domínguez-Morales, Juan Pedro;Tapiador, Ricardo;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker. Lecture Notes in Computer Science. 2016. Vol: 9886. Núm: 1. Pág. 36-44. https://doi.org/10.1007/978-3-319-44778-0_5.
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker. Lecture Notes in Computer Science. 2016. Vol: 9886. Núm: 1. Pág. 36-44. https://doi.org/10.1007/978-3-319-44778-0_5.
Domínguez-Morales, Juan Pedro;Ríos-Navarro, Antonio;Domínguez-Morales, Manuel Jesús;Tapiador, Ricardo;Gutierrez-Galan, Daniel;Cascado-Caballero, Daniel;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro:
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. IEEE Communications Letters. 2016. Vol: 20. Núm: 12. Pág. 2534-2537. 10.1109/LCOMM.2016.2612652.
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. IEEE Communications Letters. 2016. Vol: 20. Núm: 12. Pág. 2534-2537. 10.1109/LCOMM.2016.2612652.
Cerezuela-Escudero, Elena;Jiménez-Fernández, Ángel Francisco;Paz-Vicente, Rafael;Domínguez-Morales, Juan Pedro;Domínguez-Morales, Manuel Jesús;Linares-Barranco, Alejandro:
Sound Recognition System Using Spiking and MLP Neural Networks. Lecture Notes in Computer Science. 2016. Pág. 363-371. 10.1007/978-3-319-44781-0_43.
Sound Recognition System Using Spiking and MLP Neural Networks. Lecture Notes in Computer Science. 2016. Pág. 363-371. 10.1007/978-3-319-44781-0_43.
