- idUS
- Investigación
- Ingeniería y Arquitectura
- Arquitectura y Tecnología de Computadores
- Artículos (Arquitectura y Tecnología de Computadores)
- Listar Artículos (Arquitectura y Tecnología de Computadores) por autor
Listar Artículos (Arquitectura y Tecnología de Computadores) por autor "Gutiérrez Galán, Daniel"
Mostrando ítems 1-16 de 16
-
Artículo
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 ...
-
Artículo
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 ...
-
Artículo
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 ...
-
Artículo
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 ...
-
Artículo
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 ...
-
Artículo
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 ...
-
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 ...
-
Artículo
Low-Power Embedded System for Gait Classification Using Neural Networks
Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Gutiérrez Galán, Daniel; Civit Balcells, Antón (MDPI, 2020)Abnormal foot postures can be measured during the march by plantar pressures in both dynamic and static conditions. These ...
-
Artículo
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 ...
-
Artículo
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 ...
-
Artículo
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, 2021-01)Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
-
Artículo
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 ...
-
Artículo
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, 2021-08)The correct identi cation of burst events is crucial in many scenarios, ranging from basic neuroscience to biomedical ...
-
Artículo
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 ...
-
Artículo
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, 2021-04)Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...
-
Artículo
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 ...