NameDomínguez Morales, Juan Pedro
DepartmentArquitectura y Tecnología de Computadores
Knowledge areaArquitectura y Tecnología de Computadores
Professional categoryProfesor Contratado Doctor
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Article
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Prediction of melanoma Breslow thickness using deep transfer learning algorithms

Hernández Rodríguez, Juan Carlos; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ortiz-Álvarez, Juan; Conejo-Mir Sánchez, Julián; Pereyra-Rodríguez, José-Juan (Oxford Academic, 2023)
Background: The distinction between in situ melanoma (MIS) and invasive melanoma is challenging even for expert dermatologists. ...
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A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer

Marrón-Esquivel, José M.; Durán López, Lourdes; Linares Barranco, Alejandro; Domínguez Morales, Juan Pedro (Elsevier, 2023)
Background: Among all the cancers known today, prostate cancer is one of the most commonly diagnosed in men. With modern ...
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Bioinspired Spike-Based Hippocampus and Posterior Parietal Cortex Models for Robot Navigation and Environment Pseudomapping

Casanueva Morato, Daniel; Ayuso Martínez, Álvaro; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel; Pérez Peña, Fernando (John Wiley and Sons Inc, 2023)
The brain has great capacity for computation and efficient resolution of complex problems, far surpassing modern computers. ...
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Data-driven color augmentation for H&E stained images in computational pathology

Marini, Niccolò; Otalora, Sebastián; Wodzinski, Marek; Tomassini, Selene; Franco Dragoni, Aldo; Marchand Maillet, Stephane; Domínguez Morales, Juan Pedro; Duran López, Lourdes; Vatrano, Simona; Müller, Henning; Atzori, Manfredo (ScienceDirect, 2023)
Computational pathology targets the automatic analysis of Whole Slide Images (WSI). WSIs are high-resolution digitized ...
Final Degree Project
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Diseño de un sistema IoT de bajo coste para accionamiento automático/manual bajo protocolo Wifi 802.11

Pérez Fernández, Pablo; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro (2022)
Este TFG se centra en al ámbito de la domótica, es decir, el conjunto de tecnologías y sistemas capaces de automatizar una ...
Chapter of Book
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Exoesqueleto para rehabilitación de miembro superior

Vecino Torres, Rocío; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús; Domínguez Morales, Manuel Jesús (3ciencias, 2022)
Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ...
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Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors

Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Durán López, Lourdes; Jiménez Moreno, Gabriel; Jiménez Fernández, Ángel Francisco (Springer, 2022)
Neuromorphic computation processes sensors output in the spiking domain, which presents constraints in many cases when ...
Presentation
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Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic Platform

Gutiérrez Galán, Daniel; Bartolozzi, Chiara; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (ACM: Association for Computing Machinery, 2022)
Hearing can be considered as one of the most important senses since it plays a key role in the audiovisual learning process. ...
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Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker

Ayuso Martínez, Álvaro; Casanueva Morato, Daniel; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel (IEEE Computer Society, 2022)
One of the most interesting and still growing sci entific fields is neuromorphic engineering, which is focused on studying ...
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An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems

Gutiérrez Galán, Daniel; Schoepe, Thorben; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Chicca, Elisabetta; Linares Barranco, Alejandro (IEEE Computer Society, 2022)
Neuromorphic systems are a viable alternative to conventional systems for real-time tasks with constrained resources. Their ...
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Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker

Casanueva Morato, Daniel; Ayuso Martínez, Álvaro; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel (IEEE Computer Society, 2022)
The human brain is the most powerful and efficient machine in existence today, surpassing in many ways the ca pabilities ...
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Neuromorphic adaptive spiking CPG towards bio-inspired locomotion

López Osorio, Pablo; Patiño Saucedo, Alberto; Domínguez Morales, Juan Pedro; Rostro González, Horacio; Pérez Peña, Fernando (Elsevier, 2022)
In recent years, locomotion mechanisms exhibited by vertebrate animals have been the inspiration for the improvement in ...
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Real-time detection of uncalibrated sensors using neural networks

Muñoz-Molina, Luis J.; Cazorla-Piñar, Ignacio; Domínguez Morales, Juan Pedro; Lafuente, Luis; Pérez Peña, Fernando (Springer, 2022)
Nowadays, sensors play a major role in several fields, such as science, industry and everyday technology. Therefore, ...
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Real-time detection of bursts in neuronal cultures using a Neuromorphic Auditory Sensor and Spiking Neural Networks

Domínguez Morales, Juan Pedro; Buccelli, Stefano; Gutiérrez Galán, Daniel; Colombi, Ilaria; Jiménez Fernández, Ángel Francisco; Chiappalone, Michela (Elsevier, 2021)
The correct identi cation of burst events is crucial in many scenarios, ranging from basic neuroscience to biomedical ...
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Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification

Domínguez Morales, Juan Pedro; Durán López, Lourdes; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Linares Barranco, Alejandro; Jiménez Fernández, Ángel Francisco (MDPI, 2021)
Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...
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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

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2021)
Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
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Aprendizaje basado en proyectos en el ámbito de la Ingeniería de la Salud: desarrollo de sistemas para la rehabilitación y la ayuda a la discapacidad

Durán López, Lourdes; Gutiérrez Galán, Daniel; Cerezuela Escudero, Elena; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)
El reciente Grado en Ingeniería de la Salud se originó con el planteamiento de cubrir la carencia de conoci miento sobre ...
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pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing

Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Durán López, Lourdes; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco (Elsevier, 2021)
Visualizing the output from event-based sensors and analyzing the information within it is crucial when developing ...
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Event Based Time-Vectors for auditory features extraction: a neuromorphic approach for low power audio recognition

Rasetto, Marco; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Benosman, Ryad B. (Cornell University, 2021)
In recent years tremendous efforts have been done to advance the state of the art for Natural Language Processing (NLP) ...
Chapter of Book
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Adaptando ABP en las prácticas de laboratorio de Robótica Industrial para buscar el alineamiento con la práctica laboral

Ríos Navarro, José Antonio; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Castro León, Elke (Dykinson, 2021)
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Práctica de desarrollo de una red de sensores basada en la programación de microcontroladores para sistemas en tiempo real

Cerezuela Escudero, Elena; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)
Este artículo presenta una práctica de laboratorio impartida mediante una metodología de aprendizaje basado en proyectos ...
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Semipresencialidad en tiempos de COVID-19: adaptación de la docencia en el ámbito de Fundamentos de Informática

Durán López, Lourdes; Gutiérrez Galán, Daniel; Cerezuela Escudero, Elena; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)
El mundo ha cambiado desde la aparición del nue vo virus de la familia de los coronavirus (COVID-19), el cual fue declarado ...
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Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC

Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Piñero-Fuentes, Enrique; Durán López, Lourdes; Tapiador Morales, Ricardo; Domínguez Morales, Manuel Jesús (MDPI, 2021)
The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...
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Real-time detection of uncalibrated sensors using Neural Networks

Muñoz-Molina, Luis J.; Cazorla-Piñar, Ignacio; Domínguez Morales, Juan Pedro; Pérez-Peña, Fernando (Cornell University, 2021)
Nowadays, sensors play a major role in several contexts like science, industry and daily life which benefit of their use. ...
Chapter of Book
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Metodología ABP en el contexto de la Ingeniería de la Salud: aplicación en la asignatura de Sistemas de Rehabilitación y Ayuda a la Discapacidad

Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Cerezuela Escudero, Elena; Castro León, Elke (Dykinson, 2021)
Chapter of Book
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Adaptación de prácticas de laboratorio presenciales a no presenciales debido a la COVID-19: Descripción, análisis y evaluación de una propuesta fallida

Gutiérrez Galán, Daniel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Vico Bosch, Alba; Vega Caro, Luisa; Buzón García, Olga (Dykinson, 2021)
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Wide and Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (Elsevier, 2021)
Prostate cancer (PCa) is one of the most commonly diagnosed cancer and one of the leading causes of death among men, with ...
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OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro; Jiménez Moreno, Gabriel (Elsevier, 2021)
OpenNAS is an open-source tool for automatically generating the source files to create a Neuromorphic Auditory Sensor (NAS) ...
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Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots

López Osorio, Pablo; Patiño Saucedo, Alberto; Domínguez Morales, Juan Pedro; Rostro González, Horacio; Pérez Peña, Fernando (Cornell University, 2021)
In recent years, locomotion mechanisms exhibited by vertebrate animals have been the inspiration for the improvement in ...
Presentation
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Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance

Schoepe, Thorben; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro; Chicca, Elisabetta (IEEE Xplore, 2020)
The brain is able to solve complex tasks in real time by combining different sensory cues with previously acquired knowledge. ...
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COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Corral Jaime, Jesús; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2020)
The COVID-19 pandemic caused by the new coronavirus SARS-CoV-2 has changed the world as we know it. An early diagnosis is ...
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NeuroPod: a real-time neuromorphic spiking CPG applied to robotics

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Pérez-Peña, Fernando; Linares Barranco, Alejandro; Jiménez Fernández, Ángel Francisco (Elsevier, 2020)
Initially, robots were developed with the aim of making our life easier, carrying out repetitive or dangerous tasks for ...
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PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Conde Martín, A.F.; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (IEEE Computer Society, 2020)
Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ...
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Multi-dataset Training for Medical Image Segmentation as a Service

Civit Masot, Javier; Luna Perejón, Francisco; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Civit Balcells, Antón (ScitePress Digital Library, 2019)
Deep Learning tools are widely used for medical image segmentation. The results produced by these techniques depend to a ...
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Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors

Jiménez Fernández, Ángel Francisco; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Linares Barranco, Alejandro (Cornell University, 2019)
In this paper we present a sub-system to convert audio information from low-power MEMS microphones with pulse density ...
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Spiking row-by-row FPGA Multi-kernel and Multi-layer Convolution Processor.

Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Linares Barranco, Alejandro (IEEE Computer Society, 2019)
Spiking convolutional neural networks have become a novel approach for machine vision tasks, due to the latency to process ...
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Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance

Shoepe, Thorben; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro; Chicca, Elisabetta (IEEE Computer Society, 2019)
Animals combine various sensory cues with previously acquired knowledge to safely travel towards a target destination. In ...
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Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Beltrán, Ana M.; Félix Ángel, Manuel (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
El cáncer de mama es una de las causas más frecuentes de mortalidad en las mujeres. Con la llegada de los sistemas ...
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Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices

Luna Perejón, Francisco; Civit Masot, Javier; Muñoz Saavedra, Luis; Durán López, Lourdes; Amaya Rodríguez, Isabel; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (ScitePress Digital Library, 2019)
Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ...
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Live Demonstration: Neuromorphic Row-by-Row Multi-convolution FPGA Processor-SpiNNaker architecture for Dynamic-Vision Feature Extraction

Tapiador Morales, Ricardo; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2019)
In this demonstration a spiking neural network architecture for vision recognition using an FPGA spiking convolution ...
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Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker.

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Pérez Peña, Fernando; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2019)
This live demonstration presents an audio-guided neuromorphic robot: from a Neuromorphic Auditory Sensor (NAS) to locomotion ...
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An Automated Fall Detection System Using Recurrent Neural Networks

Luna Perejón, Francisco; Civit Masot, Javier; Amaya Rodríguez, Isabel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Civit Balcells, Antón; Linares Barranco, Alejandro (Springer, 2019)
Falls are the most common cause of fatal injuries in elderly people, causing even death if there is no immediate assistance. ...
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Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks

Durán López, Lourdes; Domínguez Morales, Juan Pedro; Amaya Rodríguez, Isabel; Luna Perejón, Francisco; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
Breast cancer is one of the most frequent causes of mortality in women. For the early detection of breast cancer, the ...
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Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI

Amaya Rodríguez, Isabel; Durán López, Lourdes; Luna Perejón, Francisco; Civit Masot, Javier; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Civit Balcells, Antón; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ...
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Work-in-Progress: A Neuromorphic Approach of the Sound Source Localization Task in Real-Time Embedded Systems

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Linares Barranco, Alejandro (ACM Digital Library, 2019)
Autonomous robots have become a very popular topic within the artificial intelligence field. These systems are able to ...
Article
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Neuronal Specialization for Fine-Grained Distance Estimation using a Real-Time Bio-Inspired Stereo Vision System

Domínguez Morales, Manuel Jesús; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Cascado Caballero, Daniel; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (MDPI, 2019)
The human binocular system performs very complex operations in real-time tasks thanks to neuronal specialization and several ...
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A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring

Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Jiménez Fernández, Ángel Francisco; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ...
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Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA)

Domínguez Morales, Manuel Jesús; Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro; Jiménez Moreno, Gabriel (MDPI, 2019)
In stereo-vision processing, the image-matching step is essential for results, although it involves a very high computational ...
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Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4

Cascado Caballero, Daniel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Amaya Rodríguez, Claudio Antonio; Domínguez Morales, Manuel Jesús (MDPI, 2019)
In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ...
PhD Thesis
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Neuromorphic audio processing through real-time embedded spiking neural networks.

Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco (2018)
In this work novel speech recognition and audio processing systems based on a spiking artificial cochlea and neural networks ...
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Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach

Domínguez Morales, Juan Pedro; Liu, Qian; James, Robert; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Davidson, Simón; Furber, Steve B. (IEEE Computer Society, 2018)
Speech recognition has become an important task to improve the human-machine interface. Taking into account the limitations ...
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Embedded neural network for real-time animal behavior classification

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Cerezuela Escudero, Elena; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Rivas Pérez, Manuel; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (Elsevier, 2018)
Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain ...
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Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados

Luna Perejón, Francisco; Domínguez Morales, Juan Pedro; Civit Masot, Javier; Hors Fraile, Santiago; Civit Balcells, Antón (3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018)
El proyecto SmokeFreeBrain estudia la efectividad de una variedad de intervenciones con el objetivo de dejar de fumar ...
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Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA

Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2018)
Neural networks algorithms are commonly used to recognize patterns from different data sources such as audio or vision. ...
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A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis

Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Olmo Sevilla, Asunción; Fernández Enríquez, Antonio (Springer, 2017)
Human Papilloma Virus (HPV) could develop precancerous lesions and invasive cancer, as it is the main cause of nearly all ...
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NAVIS: Neuromorphic Auditory VISualizer Tool

Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Domínguez Morales, Manuel Jesús; Jiménez Moreno, Gabriel (Elsevier, 2017)
This software presents diverse utilities to perform the first post-processing layer taking the neuromorphic auditory sensors ...
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Live demonstration — Multilayer spiking neural network for audio samples classification using SpiNNaker

Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Tapiador Morales, Ricardo; Jiménez Fernández, Ángel Francisco; Cerezuela Escudero, Elena; Domínguez Morales, Manuel Jesús; Linares Barranco, Alejandro (IEEE Computer Society, 2017)
In this demonstration we present a spiking neural network architecture for audio samples classification using SpiNNaker. ...
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Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (Springer, 2017)
Although it is not a novel topic, pattern recognition has become very popular and relevant in the last years. Different ...
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A SpiNNaker Application: Design, Implementation and Validation of SCPGs

Cuevas Arteaga, Brayan; Domínguez Morales, Juan Pedro; Rostro González, Horacio; Espinal, Andrés; Jiménez Fernández, Ángel Francisco; Gómez Rodríguez, Francisco de Asís; Linares Barranco, Alejandro (Springer, 2017)
In this paper, we present the numerical results of the implementation of a Spiking Central Pattern Generator (SCPG) on a ...
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Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors

Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Domínguez Morales, Manuel Jesús; Jiménez Moreno, Gabriel (IEEE Computer Society, 2017)
Auscultation is one of the most used techniques for detecting cardiovascular diseases, which is one of the main causes of ...
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Semi-wildlife gait patterns classification using Statistical Methods and Artificial Neural Networks

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Miró Amarante, María Lourdes; Gómez Rodríguez, Francisco de Asís; Domínguez Morales, Manuel Jesús; Rivas Pérez, Manuel; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2017)
Several studies have focused on classifying behavioral patterns in wildlife and captive species to monitor their activities ...
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Práctica de diseño hardware/software de un robot móvil con interfaces inalámbricas 

Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Domínguez Morales, Manuel Jesús (AENUI: Asociación de Enseñantes Universitarios de Informática, 2016)
En el presente artículo se describe una práctica de laboratorio multitarea en el ámbito de las asignaturas de sistemas ...
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Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana

Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Domínguez Morales, Manuel Jesús; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Cascado Caballero, Daniel; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2016)
The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wild animals ...
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A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging

Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (IEEE Computer Society, 2016)
Neuromorphic systems are engineering solutions that take inspiration from biological neural systems. They use spike-or ...
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Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study

Cerezuela Escudero, Elena; Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Martín Cañal, Carlos; Linares Barranco, Alejandro (Springer, 2016)
The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wildlife animals ...
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Sound Recognition System Using Spiking and MLP Neural Networks

Cerezuela Escudero, Elena; Jiménez Fernández, Ángel Francisco; Paz Vicente, Rafael; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús; Linares Barranco, Alejandro (Springer, 2016)
In this paper, we explore the capabilities of a sound classification system that combines a Neuromorphic Auditory System ...
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A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker

Ríos Navarro, José Antonio; Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro (Springer, 2016)
The study and monitoring of the behavior of wildlife has always been a subject of great interest. Although many systems ...
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Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker

Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Ríos Navarro, José Antonio; Cerezuela Escudero, Elena; Gutiérrez Galán, Daniel; Domínguez Morales, Manuel Jesús; Jiménez Moreno, Gabriel (Springer, 2016)
Audio classification has always been an interesting subject of research inside the neuromorphic engineering field. Tools ...
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Realización de un proyecto en grupo con carácter multidisciplinar para alumnos de Ingeniería de la Salud usando la metodología ABP

Gutiérrez Galán, Daniel; Cerezuela Escudero, Elena; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús; Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2016)
La sociedad avanza, y este avance favorece la aparición de nuevas necesidades, las cuales son cubiertas por profesionales ...
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Práctica de desarrollo de interfaces hardware/software para la monitorización del estado de un PC 

Domínguez Morales, Juan Pedro; Jiménez Fernández, Ángel Francisco; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Domínguez Morales, Manuel Jesús; Cerezuela Escudero, Elena (AENUI: Asociación de Enseñantes Universitarios de Informática, 2016)
Este artículo presenta una práctica laboratorio impartida mediante una metodología de aprendizaje basado en proyectos (ABP) ...
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Incremento de la motivación en el aprendizaje de enseñanzas informáticas mediante herramientas maker

Domínguez Morales, Juan Pedro; Tapiador Morales, Ricardo; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco; Miró Amarante, María Lourdes; Domínguez Morales, Manuel Jesús (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2016)
La enseñanza de asignaturas del ámbito de la informática está experimentando un gran cambio. La motivación del alumnado ...
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System based on inertial sensors for behavioral monitoring of wildlife

Tapiador Morales, Ricardo; Ríos Navarro, José Antonio; Jiménez Fernández, Ángel Francisco; Domínguez Morales, Juan Pedro; Linares Barranco, Alejandro (IEEE Computer Society, 2015)
Sensors Network is an integration of multiples sensors in a system to collect information about different environment ...
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Aprendizaje Basado en Proyectos: Implementación de Interfaces Gráficas para microcontroladores ARM

Cerezuela Escudero, Elena; Paz Vicente, Rafael; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2014)
ste artículo presenta la metodología empleada para dotar a nuestros alumnos, alumnos de la asignatura Diseño con ...
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Desde CoOs hasta .NetFramework: Comunicación hardware/software mediante VCP

Domínguez Morales, Juan Pedro; Vázquez Baeza, Alberto; Cerezuela Escudero, Elena; Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Civit Balcells, Antón (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2014)
En este artículo se describe una práctica de labora torio para la docencia de sistemas operativos en tiempo real (RTOS) ...
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Aprendizaje progresivo basado en proyectos en el ámbito de la Ingeniería Biomédica: diseño, construcción y programación de un ECG basado en un microcontrolador de bajo coste

Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús; Cerezuela Escudero, Elena; Rivas Pérez, Manuel; Jiménez Fernández, Ángel Francisco; Paz Vicente, Rafael; Jiménez Moreno, Gabriel (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2014)
En la coyuntura sanitaria y educacional en la que se encuentra la sociedad desde hace unos años, el Cam pus de Excelencia ...