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Manuel Domínguez-Morales

Manuel Jesus Domínguez-Morales – Manuel Domínguez 0001

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affiliation: University of Seville, Robotic and Computer Technology Lab, Spain

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2020 – today

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2024
[j26]
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Rafael Martínez-Del-Río-Ortega, Javier Civit-Masot, Francisco Luna-Perejón, Manuel Domínguez-Morales:
Brain Tumor Detection Using Magnetic Resonance Imaging and Convolutional Neural Networks. Big Data Cogn. Comput. 8(9): 123 (2024)
[j25]
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Auba Fuster-Palà, Francisco Luna-Perejón, Lourdes Miro-Amarante, Manuel Domínguez-Morales:
Optimized Machine Learning Classifiers for Symptom-Based Disease Screening. Comput. 13(9): 233 (2024)
[j24]
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José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales:
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. Eng. Appl. Artif. Intell. 127(Part B): 107298 (2024)
[j23]
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Javier Civit-Masot, Francisco Luna-Perejon, Luis Muñoz-Saavedra, Manuel Domínguez-Morales, Antón Civit:
A lightweight xAI approach to cervical cancer classification. Medical Biol. Eng. Comput. 62(8): 2281-2304 (2024)
2023
[j22]
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Luis Muñoz-Saavedra, Elena Escobar-Linero, Lourdes Miro-Amarante, M. Rocío Bohórquez, Manuel Domínguez-Morales:
Designing and evaluating a wearable device for affective state level classification using machine learning techniques. Expert Syst. Appl. 219: 119577 (2023)
[j21]
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Elena Escobar-Linero, Luis Muñoz-Saavedra, Francisco Luna-Perejón, José Luis Sevillano, Manuel Domínguez-Morales:
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies. Sensors 23(3): 1678 (2023)
[j20]
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Luis Muñoz-Saavedra, Elena Escobar-Linero, Javier Civit-Masot, Francisco Luna-Perejón, Antón Civit, Manuel Domínguez-Morales:
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images. Sensors 23(16): 7134 (2023)
[c29]
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Manuel Domínguez-Morales, Adolfo Muñoz-Macho, José Luis Sevillano:
ECG Pre-processing and Feature Extraction Tool for Intelligent Simulation Systems. SimuTools 2023: 209-216
[i3]
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  - journals/corr/abs-2311-12876
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José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales:
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. CoRR abs/2311.12876 (2023)
2022
[j19]
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Javier Civit-Masot, Alejandro Bañuls-Beaterio, Manuel Domínguez-Morales, Manuel Rivas Pérez, Luis Muñoz-Saavedra, José María Rodríguez Corral:
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques. Comput. Methods Programs Biomed. 226: 107108 (2022)
[j18]
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Elena Escobar-Linero, Francisco Luna-Perejón, Luis Muñoz-Saavedra, José Luis Sevillano, Manuel Domínguez-Morales:
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. 114: 105170 (2022)
[j17]
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Elena Escobar-Linero, Manuel Domínguez-Morales, José Luis Sevillano:
Worker's physical fatigue classification using neural networks. Expert Syst. Appl. 198: 116784 (2022)
[i2]
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  - journals/corr/abs-2207-12770
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Javier Civit-Masot, Francisco Luna-Perejon, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estevez, Antón Civit:
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation. CoRR abs/2207.12770 (2022)
2021
[j16]
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Francisco Luna-Perejón, Luis Muñoz-Saavedra, Jose M. Castellano-Domínguez, Manuel Domínguez-Morales:
IoT garment for remote elderly care network. Biomed. Signal Process. Control. 69: 102848 (2021)
[j15]
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Javier Civit-Masot, Francisco Luna-Perejón, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estévez, Antón Civit:
A study on the use of Edge TPUs for eye fundus image segmentation. Eng. Appl. Artif. Intell. 104: 104384 (2021)
[j14]
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Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez:
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing. Neurocomputing 449: 172-175 (2021)
[j13]
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  - journals/sensors/Luna-PerejonMCC21
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Francisco Luna-Perejón, Luis Muñoz-Saavedra, Javier Civit-Masot, Antón Civit, Manuel Domínguez-Morales:
AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks. Sensors 21(5): 1889 (2021)
[j12]
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  - journals/sensors/Pinero-FuentesC21
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Enrique Piñero-Fuentes, Salvador Canas-Moreno, Antonio Rios-Navarro, Manuel Domínguez-Morales, José Luis Sevillano, Alejandro Linares-Barranco:
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders. Sensors 21(15): 5236 (2021)
2020
[j11]
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  - journals/access/Civit-MasotDDC20
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Javier Civit-Masot, Manuel Jesus Domínguez-Morales, Saturnino Vicente Diaz, Antón Civit:
Dual Machine-Learning System to Aid Glaucoma Diagnosis Using Disc and Cup Feature Extraction. IEEE Access 8: 127519-127529 (2020)
[c28]
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Javier Civit-Masot, Antonis Billis, Manuel Jesus Domínguez-Morales, Saturnino Vicente Diaz, Antón Civit:
Multidataset Incremental Training for Optic Disc Segmentation. EANN 2020: 365-376

2010 – 2019

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2019
[j10]
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  - journals/access/Dominguez-Morales19
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Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Cristina Conde, Enrique Cabello, Alejandro Linares-Barranco:
Bio-Inspired Stereo Vision Calibration for Dynamic Vision Sensors. IEEE Access 7: 138415-138425 (2019)
[j9]
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Francisco Luna-Perejón, Manuel Jesus Domínguez-Morales, Antón Civit Balcells:
Wearable Fall Detector Using Recurrent Neural Networks. Sensors 19(22): 4885 (2019)
[c27]
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  - conf/cbms/Pineda-Gutierrez19
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Joaquín Pineda-Gutiérrez, Lourdes Miro-Amarante, Mariló Hernández-Velázquez, Francisco Sivianes-Castillo, Manuel Jesus Domínguez-Morales:
Designing a Wearable Device for Step Analyzing. CBMS 2019: 259-262
[c26]
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  - conf/ijcci/Luna-PerejonCMD19
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Francisco Luna-Perejon, Javier Civit-Masot, Luis Muñoz-Saavedra, Lourdes Duran-Lopez, Isabel Amaya-Rodriguez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit Balcells, Manuel Jesus Domínguez-Morales:
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. IJCCI 2019: 536-541
2018
[j8]
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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:
Embedded neural network for real-time animal behavior classification. Neurocomputing 272: 17-26 (2018)
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Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno:
Corrigendum to NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237C (2017) pp. 418-422. Neurocomputing 275: 2904 (2018)
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Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Jesus Domínguez-Morales, Gabriel Jiménez-Moreno:
Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors. IEEE Trans. Biomed. Circuits Syst. 12(1): 24-34 (2018)
[c25]
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Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. IJCNN 2018: 1-7
[e1]
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Juan-Manuel Belda-Lois, Chen Wang, Manuel Domínguez-Morales, Alan Pope, Hugo Plácido da Silva:
Proceedings of the 5th International Conference on Physiological Computing Systems, PhyCS 2018, Seville, Spain, September 19-21, 2018. SciTePress 2018, ISBN 978-989-758-329-2 [contents]
[i1]
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  - journals/corr/abs-1806-01106
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Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Claudio Amaya, Alejandro Linares-Barranco:
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator. CoRR abs/1806.01106 (2018)
2017
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Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno:
NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237: 418-422 (2017)
[j4]
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Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Lourdes Miro-Amarante, Manuel Jesus Domínguez-Morales, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach. IEEE Trans. Neural Networks Learn. Syst. 28(4): 804-818 (2017)
[c24]
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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:
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks. IJCNN 2017: 4036-4043
[c23]
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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:
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. ISCAS 2017: 1
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Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. IWANN (1) 2017: 520-531
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Leticia Morales-Trujillo, Manuel Domínguez-Morales, Andrés Jiménez-Ramírez, María J. Escalona:
A Microcontroller Based System for Controlling Patient Respiratory Guidelines. IWBBIO (2) 2017: 631-641
2016
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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:
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. IEEE Commun. Lett. 20(12): 2534-2537 (2016)
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Francisco Gomez-Rodriguez, Angel Jiménez-Fernandez, Fernando Perez-Peña, Lourdes Miro-Amarante, Manuel Jesus Domínguez-Morales, Antonio Rios-Navarro, Elena Cerezuela-Escudero, Daniel Cascado Caballero, Alejandro Linares-Barranco:
ED-Scorbot: A robotic test-bed framework for FPGA-based neuromorphic systems. BioRob 2016: 237-242
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Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco:
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker. ICANN (1) 2016: 36-44
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Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Antonio Rios-Navarro, Elena Cerezuela-Escudero, Daniel Gutierrez-Galan, Manuel Jesus Domínguez-Morales, Gabriel Jiménez-Moreno:
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker. ICANN (1) 2016: 45-53
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Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Juan Pedro Dominguez-Morales, Manuel Jesus Domínguez-Morales, Alejandro Linares-Barranco:
Sound Recognition System Using Spiking and MLP Neural Networks. ICANN (2) 2016: 363-371
2015
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Antonio Rios-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco:
Real-time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA. EBCCSP 2015: 1-6
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Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Manuel Domínguez-Morales, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network. IJCNN 2015: 1-7
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Antonio Rios-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco:
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA. ISCAS 2015: 1907
2013
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Manuel Jesus Domínguez-Morales, Elena Cerezuela-Escudero, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
On the AER Stereo-Vision Processing: A Spike Approach to Epipolar Matching. ICONIP (1) 2013: 267-275
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Fernando Perez-Peña, Arturo Morgado Estevez, Alejandro Linares-Barranco, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez:
SVITE: A Spike-Based VITE Neuro-Inspired Robot Controller. ICONIP (1) 2013: 276-283
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Elena Cerezuela-Escudero, Manuel Jesus Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno:
Spikes Monitors for FPGAs, an Experimental Comparative Study. IWANN (1) 2013: 179-188
2012
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Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco, Manuel Jesus Domínguez-Morales, Rafael Paz-Vicente, Antón Civit Balcells:
A Neuro-Inspired Spike-Based PID Motor Controller for Multi-Motor Robots with Low Cost FPGAs. Sensors 12(4): 3831-3856 (2012)
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Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Gabriel Jiménez, Alejandro Linares-Barranco:
Live demonstration: On the distance estimation of moving targets with a Stereo-Vision AER system. ISCAS 2012: 721-725
2011
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Juan Luis Font, Pablo Iñigo, Manuel Domínguez, José Luis Sevillano, Claudio Amaya:
Analysis of source code metrics from ns-2 and ns-3 network simulators. Simul. Model. Pract. Theory 19(5): 1330-1346 (2011)
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Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez:
On the Designing of Spikes Band-Pass Filters for FPGA. ICANN (2) 2011: 389-396
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Juan Luis Font, Pablo Iñigo, Manuel Domínguez, José Luis Sevillano, Daniel Cascado Caballero:
Application-transparent Integration of Simulation Tools in a WSN Development Environment. DCNET/OPTICS 2011: 94-97
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Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco, Rafael Paz, Gabriel Jiménez-Moreno, R. Soriguer:
Technical Viability Study for Behavioral Monitoring of Wildlife Animals in Doñana - An 802.15.4 Coverage Study in a Natural Park. DCNET/OPTICS 2011: 98-101
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Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Manuel Ramon López-Torres, Elena Cerezuela-Escudero, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno, Arturo Morgado Estevez:
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation. ICONIP (1) 2011: 190-198
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Manuel Ramon López-Torres, Fernando Díaz-del-Río, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco:
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation. ICONIP (1) 2011: 199-208
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Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Alejandro Linares-Barranco, D. Cascado, Juan López Coronado, J. L. Muñoz, Gabriel Jiménez:
An AER to CAN Bridge for Spike-Based Robot Control. IWANN (1) 2011: 124-132
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Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Elena Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez:
Simulating Building Blocks for Spikes Signals Processing. IWANN (2) 2011: 548-556
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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:
Image Matching Algorithms in Stereo Vision using Address-event-representation - A Theoretical Study and Evaluation of the Different Algorithms. SIGMAP 2011: 79-84
2010
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Juan Luis Font, Pablo Iñigo, Manuel Domínguez, José Luis Sevillano, Claudio Amaya:
Architecture, design and source code comparison of ns-2 and ns-3 network simulators. SpringSim 2010: 109

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