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Listar Artículos (Arquitectura y Tecnología de Computadores) por autor "Domínguez Morales, Manuel Jesús"
Mostrando ítems 1-20 de 37
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Artículo
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach
Jiménez Fernández, Ángel Francisco; Cerezuela Escudero, Elena; Miró Amarante, María Lourdes; Domínguez Morales, Manuel Jesús; Gómez Rodríguez, Francisco de Asís; Linares Barranco, Alejandro; Jiménez Moreno, Gabriel (IEEE Computer Society, 2017)This paper presents a new architecture, design flow, and field-programmable gate array (FPGA) implementation analysis ...
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A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders
Piñero Fuentes, Enrique; Canas Moreno, Salvador; Ríos Navarro, José Antonio; Domínguez Morales, Manuel Jesús; Sevillano Ramos, José Luis; Linares Barranco, Alejandro (MDPI, 2021)The change from face-to-face work to teleworking caused by the pandemic has induced multiple workers to spend more time ...
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A lightweight xAI approach to cervical cancer classification
Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (Springer, 2024-03)Cervical cancer is caused in the vast majority of cases by the human papilloma virus (HPV) through sexual contact and ...
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A Neuro-Inspired Spike-Based PID Motor Controller for Multi-Motor Robots with Low Cost FPGAS
Domínguez Morales, Manuel Jesús; Civit Balcells, Antón; Jiménez Moreno, Gabriel; Linares Barranco, Alejandro; Paz Vicente, Rafael; Jiménez Fernández, Ángel Francisco (2012) -
Artículo
A PCI AER Co-Processor Evaluation Based on CPUs Performance Counters
Domínguez Morales, Manuel Jesús; Linares Barranco, Alejandro; Íñigo Blasco, Pablo; Font Calvo, Juan Luis; Cascado Caballero, Daniel; Jiménez Moreno, Gabriel; Díaz del Río, Fernando; Sevillano Ramos, José Luis (JIT Editorial Office, Library and Information Center, National Dong Hwa University, 2012)Image processing in digital computer systems usually considers the visual information as a sequence of frames. These frames ...
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A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images
Muñoz Saavedra, Luis; Escobar Linero, Elena; Civit Masot, Javier; Luna Perejón, Francisco; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2023-08)Monkeypox is a smallpox-like disease that was declared a global health emergency in July 2022. Because of this resemblance, ...
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A study on the use of Edge TPUs for eye fundus image segmentation
Civit Masot, Javier; Luna Perejón, Francisco; Rodríguez Corral, José María; Domínguez Morales, Manuel Jesús; Morgado Estévez, Arturo; Civit Balcells, Antón (Elsevier, 2021)Medical image segmentation can be implemented using Deep Learning methods with fast and efficient segmentation networks. ...
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Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
Muñoz Saavedra, Luis; Luna Perejón, Francisco; Civit Masot, Javier; Miró Amarante, María Lourdes; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2020-09)Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ...
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Analysis of source code metrics from ns-2 and ns-3 network simulators
Font Calvo, Juan Luis; Íñigo Blasco, Pablo; Domínguez Morales, Manuel Jesús; Sevillano Ramos, José Luis; Amaya Rodríguez, Claudio Antonio (Elsevier, 2011)Ns-2 and its successor ns-3 are discrete-event simulators which are closely related to each other as they share common ...
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Analyzing ECG signals in professional football players using machine learning techniques
Muñoz Macho, A.A.; Domínguez Morales, Manuel Jesús; Sevillano Ramos, José Luis (Elsevier, 2024-03)Background: Football player's health is important, and preventing sudden cardiac arrest may be a critical issue. Professional ...
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AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
Luna Perejón, Francisco; Muñoz Saavedra, Luis; Civit Masot, Javier; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (MDPI, 2021)Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ...
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Augmented and virtual reality evolution and future tendency
Muñoz Saavedra, Luis; Miró Amarante, María Lourdes; Domínguez Morales, Manuel Jesús (MDPI, 2020-01)Augmented reality and virtual reality technologies are increasing in popularity. Augmented reality has thrived to date ...
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Artículo
Bio-Inspired Stereo Vision Calibration for Dynamic Vision Sensors
Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel; Conde, Cristina; Cabello, Enrique; Linares Barranco, Alejandro (IEEE Computer Society, 2019)Many advances have been made in the eld of computer vision. Several recent research trends have focused on mimicking ...
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Deep Learning System for COVID-19 Diagnosis Aid Using X-ray Pulmonary Images
Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (MDPI, 2020)The spread of the SARS-CoV-2 virus has made the COVID-19 disease a worldwide epidemic. The most common tests to identify ...
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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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Designing and evaluating a wearable device for affective state level classification using machine learning techniques
Muñoz Saavedra, Luis; Escobar Linero, Elena; Miró Amarante, María Lourdes; Bohórquez Gómez-Millán, María Rocío; Domínguez Morales, Manuel Jesús (Elsevier, 2023-06)The emotional or affective state has a direct impact not only on personal life, but also in the field of work, sports, ...
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Diseño e implementación de un simulador software basado en el procesador MIPS32
Rivas Pérez, Manuel; Domínguez Morales, Manuel Jesús; Gómez Rodríguez, Francisco de Asís; Linares Barranco, Alejandro; Jiménez Moreno, Gabriel; Civit Balcells, Antón (Universidad de Granada, 2015)La arquitectura de computadores es una asignatura de gran importancia actualmente en las titulaciones de Informática. Pero ...
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Does Two-Class Training Extract Real Features? A COVID-19 Case Study
Muñoz Saavedra, Luis; Civit Masot, Javier; Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Civit Balcells, Antón (MDPI, 2021-01)Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ...
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Dual Machine-Learning system to aid Glaucoma Diagnosis using disc and cup feature extraction.
Civit Masot, Javier; Domínguez Morales, Manuel Jesús; Vicente Díaz, Saturnino; Civit Balcells, Antón (IEEE Computer Society, 2020)Glaucoma is a degenerative disease that affects vision, causing damage to the optic nerve that ends in vision loss. The ...
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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, 2021-01)The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...