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Juan P. Dominguez-Morales
Juan P. Dominguez-Morales
Associate Professor, Robotics and Tech. of Computers Lab., Universidad de Sevilla
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Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors
JP Dominguez-Morales, AF Jimenez-Fernandez, MJ Dominguez-Morales, ...
IEEE transactions on biomedical circuits and systems 12 (1), 24-34, 2017
1602017
COVID-XNet: A Custom Deep Learning System to Diagnose and Locate COVID-19 in Chest X-ray Images
L Duran-Lopez, JP Dominguez-Morales, J Corral-Jaime, S Vicente-Diaz, ...
Applied Sciences 10 (16), 5683, 2020
1012020
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana
JP Dominguez-Morales, A Rios-Navarro, M Dominguez-Morales, ...
IEEE Communications Letters 20 (12), 2534 - 2537, 2016
752016
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection
L Duran-Lopez, JP Dominguez-Morales, AF Conde-Martin, ...
IEEE Access 8, 128613-128628, 2020
692020
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach
JP Dominguez-Morales, Q Liu, R James, D Gutierrez-Galan, ...
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
652018
Embedded neural network for real-time animal behavior classification
D Gutierrez-Galan, JP Dominguez-Morales, E Cerezuela-Escudero, ...
Neurocomputing 272, 17-26, 2018
652018
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics
D Gutierrez-Galan, JP Dominguez-Morales, F Perez-Peña, ...
Neurocomputing 381, 10-19, 2020
522020
Multilayer spiking neural network for audio samples classification using SpiNNaker
JP Dominguez-Morales, A Jimenez-Fernandez, A Rios-Navarro, ...
Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016
282016
Data-driven color augmentation for H&E stained images in computational pathology
N Marini, S Otalora, M Wodzinski, S Tomassini, AF Dragoni, ...
Journal of Pathology Informatics 14, 100183, 2023
252023
An automated fall detection system using recurrent neural networks
F Luna-Perejon, J Civit-Masot, I Amaya-Rodriguez, L Duran-Lopez, ...
Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019
252019
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
JP Dominguez-Morales, L Duran-Lopez, D Gutierrez-Galan, ...
Sensors 21 (9), 2975, 2021
242021
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
T Schoepe, D Gutierrez-Galan, JP Dominguez-Morales, ...
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019
222019
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
L Duran-Lopez, JP Dominguez-Morales, D Gutierrez-Galan, ...
Computers in Biology and Medicine 136 (104743), 1-10, 2021
182021
Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model’s Complexity on Its Processing Speed
L Duran-Lopez, JP Dominguez-Morales, A Rios-Navarro, ...
Sensors 21 (4), 1122, 2021
172021
Sound recognition system using spiking and MLP neural networks
E Cerezuela-Escudero, A Jimenez-Fernandez, R Paz-Vicente, ...
Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016
162016
An event-based digital time difference encoder model implementation for neuromorphic systems
D Gutierrez-Galan, T Schoepe, JP Dominguez-Morales, ...
IEEE Transactions on Neural Networks and Learning Systems 33 (5), 1959-1973, 2021
152021
Stereo matching in address-event-representation (AER) bio-inspired binocular systems in a field-programmable gate array (FPGA)
M Domínguez-Morales, JP Domínguez-Morales, Á Jiménez-Fernández, ...
Electronics 8 (4), 410, 2019
142019
NAVIS: Neuromorphic Auditory VISualizer Tool
JP Dominguez-Morales, A Jimenez-Fernandez, M Dominguez-Morales, ...
Neurocomputing 237, 418-422, 2017
142017
A SpiNNaker application: design, implementation and validation of SCPGs
B Cuevas-Arteaga, JP Dominguez-Morales, H Rostro-Gonzalez, ...
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
122017
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study
E Cerezuela-Escudero, A Rios-Navarro, JP Dominguez-Morales, ...
Distributed Computing and Artificial Intelligence, 13th International …, 2016
112016
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