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Browsing by Author "Domínguez Morales, Juan Pedro"
Now showing items 21-40 of 79
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Article
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, 2020-08)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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Article
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 ...
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Article
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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Presentation
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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Presentation
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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Final Degree Project
Diseño de un sistema IoT de bajo coste para accionamiento automático/manual bajo protocolo Wifi 802.11
Pérez Fernández, Pablo (2022-06)Este TFG se centra en al ámbito de la domótica, es decir, el conjunto de tecnologías y sistemas capaces de automatizar ...
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Article
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 ...
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Article
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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Article
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) ...
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Presentation
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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Chapter of Book
Exoesqueleto para rehabilitación de miembro superior
Vecino Torres, Rocío; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ...
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Presentation
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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Article
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 ...
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Presentation
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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Presentation
Integrating a hippocampus memory model into a neuromorphic robotic-arm for trajectory navigation
Casanueva Morato, Daniel; López Osorio, Pablo; Piñero Fuentes, Enrique; Domínguez Morales, Juan Pedro; Pérez Peña, Fernando; Linares Barranco, Alejandro (IEEE Circuits and Systems Society., 2024)Neuromorphic engineering endeavors to integrate the computational prowess and efficiency inherent in biological neuronal ...
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Article
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 ...
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Article
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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Presentation
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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Presentation
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 ...
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Presentation
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 ...