Data

NameGutiérrez Galán, Daniel
DepartmentArquitectura y Tecnología de Computadores
Knowledge areaArquitectura y Tecnología de Computadores
Professional categoryProfesor Sustituto Interino
E-mailRequest
         

  Statistics

  • Items

    30

  • Visits

    2098

  • Downloads

    2357

  Publications

 

Final Degree Project
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Diseño de un sistema IoT de bajo coste para accionamiento automático/manual bajo protocolo Wifi 802.11

Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Pérez Fernández, Pablo (2022-06-01)
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

Domínguez Morales, Manuel Jesús; 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 ...
Article
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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, 2021-08-01)
The correct identi cation of burst events is crucial in many scenarios, ranging from basic neuroscience to biomedical ...
Article
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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, 2021-04-01)
Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ...
Article
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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, 2021-01-01)
Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
Article
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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, 2021-01-01)
The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...
Article
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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, 2021-01-01)
Prostate cancer (PCa) is one of the most commonly diagnosed cancer and one of the leading causes of death among men, with ...
Article
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Low-Power Embedded System for Gait Classification Using Neural Networks

Luna Perejón, Francisco; Domínguez Morales, Manuel Jesús; Gutiérrez Galán, Daniel; Civit Balcells, Antón (MDPI, 2020-01-01)
Abnormal foot postures can be measured during the march by plantar pressures in both dynamic and static conditions. These ...
Article
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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 (Elsevier, 2020-01-01)
Initially, robots were developed with the aim of making our life easier, carrying out repetitive or dangerous tasks for ...
Article
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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, 2019-01-01)
In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ...
Presentation
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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, 2019-01-01)
This live demonstration presents an audio-guided neuromorphic robot: from a Neuromorphic Auditory Sensor (NAS) to locomotion ...
Presentation
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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, 2019-01-01)
In this demonstration a spiking neural network architecture for vision recognition using an FPGA spiking convolution ...
Article
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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, 2019-01-01)
In this paper we present a sub-system to convert audio information from low-power MEMS microphones with pulse density ...
Presentation
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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, 2019-01-01)
Spiking convolutional neural networks have become a novel approach for machine vision tasks, due to the latency to process ...
Presentation
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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, 2019-01-01)
Autonomous robots have become a very popular topic within the artificial intelligence field. These systems are able to ...
Presentation
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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, 2019-01-01)
Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ...
Presentation
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Control neuromórfico del brazo robótico BIOROB del Citec de la Universidad de Bielefeld

Beltrán, Ana M.; Félix Ángel, Manuel; Linares Barranco, Alejandro; Jiménez Fernández, Ángel Francisco; Jiménez Moreno, Gabriel; Gutiérrez Galán, Daniel; Ríos Navarro, José Antonio (3 ciencias. Área de Innovación y Desarrollo,S.L, 2019-01-01)
Los sistemas neuronales biológicos responden a estímulos de una forma rápida y eficiente en el movimiento motor del cuerpo, ...
Presentation
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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, 2019-01-01)
Animals combine various sensory cues with previously acquired knowledge to safely travel towards a target destination. In ...
Article
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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, 2018-01-01)
Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain ...
Presentation
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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, 2018-01-01)
Speech recognition has become an important task to improve the human-machine interface. Taking into account the limitations ...
Presentation
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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, 2018-01-01)
Neural networks algorithms are commonly used to recognize patterns from different data sources such as audio or vision. ...
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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, 2017-01-01)
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, 2017-01-01)
Although it is not a novel topic, pattern recognition has become very popular and relevant in the last years. Different ...
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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, 2017-01-01)
Several studies have focused on classifying behavioral patterns in wildlife and captive species to monitor their activities ...
Presentation
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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, 2016-01-01)
Este artículo presenta una práctica laboratorio impartida mediante una metodología de aprendizaje basado en proyectos (ABP) ...
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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, 2016-01-01)
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, 2016-01-01)
The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wild animals ...
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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, 2016-01-01)
Audio classification has always been an interesting subject of research inside the neuromorphic engineering field. Tools ...
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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, 2016-01-01)
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, 2016-01-01)
The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wildlife animals ...