Juan Pedro Dominguez-Morales

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 67

Top Topics

Feature Extraction

Robot Navigation

Top Venues

Publications

Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Niccolò Marini, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Manfredo Atzori, Henning Müller
A systematic comparison of deep learning methods for Gleason grading and scoring. Medical Image Anal. 95 (2024)
Pablo Lopez-Osorio, Juan Pedro Dominguez-Morales, Fernando Perez-Peña
A Neuromorphic Vision and Feedback Sensor Fusion Based on Spiking Neural Networks for Real-Time Robot Adaption. Adv. Intell. Syst. 6 (5) (2024)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Bio-inspired computational memory model of the Hippocampus: An approach to a neuromorphic spike-based Content-Addressable Memory. Neural Networks 178 (2024)
Daniel Casanueva-Morato, Pablo Lopez-Osorio, Enrique Piñero-Fuentes, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Alejandro Linares-Barranco
Integrating a hippocampus memory model into a neuromorphic robotic-arm for trajectory navigation. ISCAS (2024)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Fernando Perez-Peña
Bioinspired Spike-Based Hippocampus and Posterior Parietal Cortex Models for Robot Navigation and Environment Pseudomapping. Adv. Intell. Syst. 5 (11) (2023)
Daniel J. Rosa-Gallardo, Juan Carlos de la Torre, Fernando M. Quintana, Juan Pedro Dominguez-Morales, Fernando Perez-Peña
NESIM-RT: A real-time distributed spiking neural network simulator. SoftwareX 22 (2023)
Elena Cerezuela-Escudero, Juan Manuel Montes-Sanchez, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno
A systematic comparison of different machine learning models for the spatial estimation of air pollution. Appl. Intell. 53 (24) (2023)
Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Hugh Greatorex, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca
Closed-loop sound source localization in neuromorphic systems. Neuromorph. Comput. Eng. 3 (2) (2023)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Live Demonstration: Bio-inspired implementation of a sparse-learning spike-based hippocampus memory model. ISCAS (2023)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Fernando Perez-Peña
Bio-inspired spike-based Hippocampus and Posterior Parietal Cortex models for robot navigation and environment pseudo-mapping. CoRR (2023)
Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jiménez-Moreno, Angel Jiménez-Fernandez
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors. Neural Process. Lett. 55 (2) (2023)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Bio-inspired computational memory model of the Hippocampus: an approach to a neuromorphic spike-based Content-Addressable Memory. CoRR (2023)
José M. Marrón-Esquivel, Lourdes Duran-Lopez, Alejandro Linares-Barranco, Juan Pedro Dominguez-Morales
A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer. Comput. Biol. Medicine 159 (2023)
Alvaro Ayuso-Martinez, Daniel Casanueva-Morato, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Construction of a Spike-Based Memory Using Neural-Like Logic Gates Based on Spiking Neural Networks on SpiNNaker. IEEE Trans. Emerg. Top. Comput. 11 (4) (2023)
Daniel Gutierrez-Galan, Chiara Bartolozzi, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic Platform. NICE (2022)
Alvaro Ayuso-Martinez, Daniel Casanueva-Morato, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker. IJCNN (2022)
Pablo Lopez-Osorio, Alberto Patino-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion. Neurocomputing 502 (2022)
Luis J. Muñoz-Molina, Ignacio Cazorla-Piñar, Juan Pedro Dominguez-Morales, Luis Lafuente, Fernando Perez-Peña
Real-time detection of uncalibrated sensors using neural networks. Neural Comput. Appl. 34 (10) (2022)
Alvaro Ayuso-Martinez, Daniel Casanueva-Morato, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Construction of a spike-based memory using neural-like logic gates based on Spiking Neural Networks on SpiNNaker. CoRR (2022)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker. CoRR (2022)
Alvaro Ayuso-Martinez, Daniel Casanueva-Morato, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker. CoRR (2022)
Daniel Gutierrez-Galan, Thorben Schoepe, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Elisabetta Chicca, Alejandro Linares-Barranco
An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
A bio-inspired implementation of a sparse-learning spike-based hippocampus memory model. CoRR (2022)
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno
Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker. IJCNN (2022)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. Comput. Biol. Medicine 136 (2021)
Juan Pedro Dominguez-Morales, Stefano Buccelli, Daniel Gutierrez-Galan, Ilaria Colombi, Angel Jiménez-Fernandez, Michela Chiappalone
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks. Neurocomputing 449 (2021)
Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Alejandro Linares-Barranco, Angel Jiménez-Fernandez
Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification. Sensors 21 (9) (2021)
Pablo Lopez-Osorio, Alberto Patino-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots. CoRR (2021)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
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. Sensors 21 (4) (2021)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno
OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations. Neurocomputing 436 (2021)
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 (2021)
Marco Rasetto, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Ryad Benosman
Event Based Time-Vectors for auditory features extraction: a neuromorphic approach for low power audio recognition. CoRR (2021)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. CoRR (2021)
Luis J. Muñoz-Molina, Ignacio Cazorla-Piñar, Juan Pedro Dominguez-Morales, Fernando Perez-Peña
Real-time detection of uncalibrated sensors using Neural Networks. CoRR (2021)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Neuropod: A real-time neuromorphic spiking CPG applied to robotics. Neurocomputing 381 (2020)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antonio Felix Conde-Martin, Saturnino Vicente Diaz, Alejandro Linares-Barranco
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection. IEEE Access 8 (2020)
Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca
Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. ISCAS (2020)
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)
Ricardo Tapiador-Morales, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction. ISCAS (2019)
Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit
Multi-dataset Training for Medical Image Segmentation as a Service. IJCCI (2019)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Alejandro Linares-Barranco
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. CoRR (2019)
Angel Jiménez-Fernandez, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Alejandro Linares-Barranco
Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors. CoRR (2019)
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Alejandro Linares-Barranco
Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor. FPL (2019)
Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. IJCCI (2019)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Fernando Perez-Peña, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Live Demonstration: Neuromorphic Robotics, from Audio to Locomotion Through Spiking CPG on SpiNNaker. ISCAS (2019)
Thorben Schoepe, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco, Elisabetta Chicca
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. BioCAS (2019)
Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. IJCCI (2019)
Francisco Luna-Perejón, Javier Civit-Masot, Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Antón Civit Balcells, Alejandro Linares-Barranco
An Automated Fall Detection System Using Recurrent Neural Networks. AIME (2019)
Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Francisco Luna-Perejon, Javier Civit-Masot, Juan Pedro Dominguez-Morales, Saturnino Vicente, Antón Civit, Daniel Cascado Caballero, Alejandro Linares-Barranco
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. IJCCI (2019)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Ricardo Tapiador-Morales, Antonio Rios-Navarro, Alejandro Linares-Barranco
A neuromorphic approach of the sound source localization task in real-time embedded systems: work-in-progress. EMSOFT Companion (2019)
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) (2018)
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 (2018)
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 (2018)
Juan Pedro Dominguez-Morales, Qian Liu, Robert James, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Simon Davidson, Steve B. Furber
Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. IJCNN (2018)
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)
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno
NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237 (2017)
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)
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)
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)
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Asuncion Olmo-Sevilla, Antonio Fernandez-Enriquez
A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis. ROBOT (2) (2017)
Brayan Cuevas-Arteaga, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Andrés Espinal, Angel Jiménez-Fernandez, Francisco Gomez-Rodriguez, Alejandro Linares-Barranco
A SpiNNaker Application: Design, Implementation and Validation of SCPGs. IWANN (1) (2017)
Elena Cerezuela-Escudero, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, C. Martín-Cañal, Alejandro Linares-Barranco
Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study. DCAI (2016)
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)
Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging. EBCCSP (2016)
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)
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)
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) (2016)
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Angel Jiménez-Fernandez, Juan Pedro Dominguez-Morales, Alejandro Linares-Barranco
System based on inertial sensors for behavioral monitoring of wildlife. CITS (2015)