Rodriguez-Corral, Jose Maria;Civit, Javier;Luna, Francisco;Díaz, Ignacio;Morgado-Estevez, Arturo;Domínguez-Morales, Manuel Jesús:
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. Engineering Applications Of Artificial Intelligence. 2024. Vol: 127. Pág. 1-17. 10.1016/j.engappai.2023.107298.
Muñoz, Luis;Escobar, Elena;Miró-Amarante, Lourdes;Bohórquez-Gómez-Millán, M. Rocío;Domínguez-Morales, Manuel Jesús:
Designing and evaluating a wearable device for affective state level classification using machine learning techniques. Expert Systems With Applications. 2023. https://doi.org/10.1016/j.eswa.2023.119577.
Escobar, Elena;García-Jiménez, María;Trigo-Sanchez, M. Eva;Cala-Carrillo, Maria Jesus;Sevillano-Ramos, Jose Luis;Domínguez-Morales, Manuel Jesús:
Using machine learning-based systems to help predict disengagement from the legal proceedings by women victims of intimate partner violence in Spain. PLoS One. 2023. Vol: 18. Núm: 6. https://doi.org/ 10.1371/journal.pone.0276032.
Civit, Javier;Bañuls-beaterio, Alejandro;Domínguez-Morales, Manuel Jesús;Rivas-Pérez, Manuel;Muñoz, Luis;Rodriguez-Corral, Jose Maria:
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques. Computer Methods and Programs in Biomedicine. 2022. Vol: 226. Pág. 1-23. 10.1016/j.cmpb.2022.107108.
Civit, Javier;Luna, Francisco;Rodriguez-Corral, Jose Maria;Domínguez-Morales, Manuel Jesús;Morgado-Estevez, Arturo;Civit-Balcells, Antonio Abad:
A study on the use of Edge TPUs for eye fundus image segmentation. Engineering Applications Of Artificial Intelligence. 2021. Vol: 104. 10.1016/j.engappai.2021.104384.
Pinero-fuentes, Enrique;Canas -moreno, Salvador;Ríos-Navarro, Antonio;Domínguez-Morales, Manuel Jesús;Sevillano-Ramos, Jose Luis;Linares-Barranco, Alejandro:
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders. Sensors. 2021. Vol: 21(15), 5236. https://doi.org/10.3390/s21155236.
Civit, Javier;Domínguez-Morales, Manuel Jesús;Vicente-Diaz, Saturnino;Civit-Balcells, Antonio Abad:
Dual Machine-Learning System to Aid Glaucoma Diagnosis Using Disc and Cup Feature Extraction. IEEE Access. 2020. Vol: 8. Pág. 127519-127529. https://doi.org/10.1109/ACCESS.2020.3008539.
Muñoz, Luis;Luna, Francisco;Civit, Javier;Miró-Amarante, Lourdes;Civit-Balcells, Antonio Abad;Domínguez-Morales, Manuel Jesús:
Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks. Electronics. 2020. Vol: 1843. Núm: 9. 10.3390/electronics9111843.
Muñoz, Luis;Miró-Amarante, Lourdes;Domínguez-Morales, Manuel Jesús:
Augmented and Virtual Reality Evolution and Future Tendency. Applied Sciences. 2020. Vol: 10. Núm: 1. https://doi.org/10.3390/app10010322.
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.
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.
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.
Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Jimenez-Moreno, Gabriel;Linares-Barranco, Alejandro:
Bio-Inspired Stereo Vision Calibration for Dynamic Vision Sensors. IEEE Access. 2019. Vol: 7. Pág. 138415-138425. 10.1109/ACCESS.2019.2943160.
Domínguez-Morales, Manuel Jesús;Luna, Francisco;Miró-Amarante, Lourdes;Hernández-Velázquez, María Dolores;Sevillano-Ramos, Jose Luis:
Smart Footwear Insole for Recognition of Foot Pronation and Supination Using Neural Networks. Applied Sciences. 2019. Vol: 9. Núm: 19. https://doi.org/10.3390/app9193970.
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.
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.
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.
Jiménez-Fernández, Ángel Francisco;Cerezuela-Escudero, Elena;Miró-Amarante, Lourdes;Domínguez-Morales, Manuel Jesús;Gómez-Rodríguez, Francisco De Asís;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel:
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach. IEEE Transactions on Neural Networks and Learning Systems. 2017. Vol: 28. Núm: 4. Pág. 804-818. 10.1109/TNNLS.2016.2583223.
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.
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.
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.
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.
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.
Cerezuela-Escudero, Elena;Jiménez-Fernández, Ángel Francisco;Paz-Vicente, Rafael;Domínguez-Morales, Manuel Jesús;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel:
Musical notes classification with Neuromorphic Auditory System for FPGA and a Convolutional Spiking Layer. Proceedings of International Joint Conference on Neural Networks. 2015. Pág. 2374-2381. 10.1109/IJCNN.2015.7280619.
Rivas-Pérez, Manuel;Domínguez-Morales, Manuel Jesús;Gómez-Rodríguez, Francisco De Asís;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel;Civit-Balcells, Antonio Abad:
Diseño e implementación de un simulador software basado en el procesador MIPS32. Enseñanza y Aprendizaje de Ingeniería de Computadores. 2015. Núm: 5. Pág. 79-104. http://hdl.handle.net/10481/36571.
Cerezuela-Escudero, Elena;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Paz-Vicente, Rafael;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel:
Spikes Monitors for FPGAs: an Experimental Comparative Study. Lecture Notes in Computer Science. 2013. Vol: LNCS 7902. Núm: 1. Pág. 179-188.
Domínguez-Morales, Manuel Jesús;Cerezuela-Escudero, Elena;Pérez-Peña, Fernando;Jiménez-Fernández, Ángel Francisco;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel:
On the AER Stereo-Vision Processing: A Spike Approach to Epipolar Matching. Lecture Notes in Computer Science. 2013. Vol: 8226. Núm: 1. Pág. 267-275.
Pérez-Peña, Fernando;Morgado-Estevez, Arturo;Linares-Barranco, Alejandro;Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco:
SVITE: A Spike-Based VITE Neuro-Inspired Robot Controller. Lecture Notes in Computer Science. 2013. Vol: 8226. Núm: 1. Pág. 276-283.
Jiménez-Fernández, Ángel Francisco;Jimenez-Moreno, Gabriel;Linares-Barranco, Alejandro;Domínguez-Morales, Manuel Jesús;Paz-Vicente, Rafael;Civit-Balcells, Antonio Abad:
A Neuro-Inspired Spike-Based PID Motor Controller for Multi-Motor Robots with Low Cost FPGAs. Sensors. 2012. Vol: 12. Núm: 4. Pág. 3831-3856. 10.3390/s120403831.
Domínguez-Morales, Manuel Jesús;Linares-Barranco, Alejandro;Iñigo-Blasco, Pablo;Font-Calvo, Juan Luis;Cascado-Caballero, Daniel;Jimenez-Moreno, Gabriel;Diaz-Del Rio, Fernando;Sevillano-Ramos, Jose Luis:
A PCI AER Co-Processor Evaluation Based on CPUs Performance Counters. Journal of Internet Technology. 2012. Vol: 13. Núm: 4. Pág. 533-541.
Jiménez-Fernández, Ángel Francisco;Domínguez-Morales, Manuel Jesús;Cerezuela-Escudero, Elena;Paz-Vicente, Rafael;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel:
SIMULATING BUILDING BLOCKS FOR SPIKES SIGNALS PROCESSING (IWANN2011). Lecture Notes in Computer Science. 2011. Vol: 6692/2011. Pág. 548-556. 10.1007/978-3-642-21498-1_69.
Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Paz-Vicente, Rafael;Cascado-Caballero, Daniel;Jimenez-Moreno, Gabriel:
An AER to CAN bridge for spike-based robot control (IWANN2011). Lecture Notes in Computer Science. 2011. Vol: 18. Núm: 2. Pág. 387-406. http://dx.doi.org/10.1007/978-3-642-21501-8_16.
Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Paz-Vicente, Rafael;López-Torres, Manuel Ramón;Cerezuela-Escudero, Elena;Linares-Barranco, Alejandro;Jimenez-Moreno, Gabriel;Morgado-Estevez, Arturo:
An approach to distance estimation with stereo vision using Address-Event-Representation (ICONIP2011). Lecture Notes in Computer Science. 2011. Vol: 7062/2011. Núm: 1. Pág. 190-198. 10.1007/978-3-642-24955-6_23.
López-Torres, Manuel Ramón;Diaz-Del Rio, Fernando;Domínguez-Morales, Manuel Jesús;Jimenez-Moreno, Gabriel;Linares-Barranco, Alejandro:
AER Spiking Neuron Computation on GPUs: the Frame-to-AER generation (ICONIP2011). Lecture Notes in Computer Science. 2011. Vol: 7062/2011. Núm: 1. Pág. 199-208. 10.1007/978-3-642-24955-6_23.
Font-Calvo, Juan Luis;Iñigo-Blasco, Pablo;Domínguez-Morales, Manuel Jesús;Sevillano-Ramos, Jose Luis;Amaya-Rodriguez, Claudio Antonio:
ANALYSIS OF SOURCE CODE METRICS FROM NS-2 AND NS-3 NETWORK SIMULATORS. Simulation modelling practice and theory. 2011. Vol: 19. Pág. 1330-1346.
Domínguez-Morales, Manuel Jesús;Jiménez-Fernández, Ángel Francisco;Cerezuela-Escudero, Elena;Paz-Vicente, Rafael;Jimenez-Moreno, Gabriel:
ON THE DESIGNING OF SPIKES BAND-PASS FILTERS FOR FPGA (ICANN2011). Lecture Notes in Computer Science. 2011. Vol: 6792/2011. Pág. 389-396. 10.1007/978-3-642-21738-8_50.