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Listar Artículos (Arquitectura y Tecnología de Computadores) por autor "Domínguez Morales, Juan Pedro"
Mostrando ítems 1-20 de 32
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Artículo
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, 2023-06)Background: Among all the cancers known today, prostate cancer is one of the most commonly diagnosed in men. With modern ...
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A Neuromorphic Vision and Feedback Sensor Fusion Based on Spiking Neural Networks for Real-Time Robot Adaption
López Osorio, Pablo; Domínguez Morales, Juan Pedro; Pérez-Peña, Fernando (Wiley, 2024-05)For some years now, the locomotion mechanisms used by vertebrate animals have been a major inspiration for the improvement ...
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A systematic comparison of deep learning methods for Gleason grading and scoring
Domínguez Morales, Juan Pedro; Durán López, Lourdes; Marini, Niccolo; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Atzori, Manfredo; Muller, Henning (Elsevier, 2024-07)Prostate cancer is the second most frequent cancer in men worldwide after lung cancer. Its diagnosis is based on the ...
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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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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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Closed-loop sound source localization in neuromorphic systems
Schoepe, Thorben; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Greatorex, Hugh; Jiménez Fernández, Ángel Francisco; Linares Barranco, Alejandro; Chicca, Elisabetta (IOP Publishing, 2023-06)Sound source localization (SSL) is used in various applications such as industrial noise-control, speech detection in ...
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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, 2020-08)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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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; Durán 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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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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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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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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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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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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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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Artículo
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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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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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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Artículo
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 ...
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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 ...
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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 ...