Author profile: Domínguez Morales, Juan Pedro
Data
Name | Domínguez Morales, Juan Pedro |
Department | Arquitectura y Tecnología de Computadores |
Knowledge area | Arquitectura y Tecnología de Computadores |
Professional category | Profesor Ayudante Doctor |
Request | |
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Statistics
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Items
46
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Visits
3745
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4663
Publications |
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Chapter of Book
![]() Exoesqueleto para rehabilitación de miembro superior
(3ciencias, 2022-02-03)
Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ... |
Article
![]() Real-time detection of bursts in neuronal cultures using a Neuromorphic Auditory Sensor and Spiking Neural Networks
(Elsevier, 2021-08-01)
The correct identi cation of burst events is crucial in many scenarios, ranging from basic neuroscience to biomedical ... |
Article
![]() Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification
(MDPI, 2021-04-01)
Monitoring animals’ behavior living in wild or semi-wild environments is a very interesting subject for biologists who ... |
Article
![]() 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
(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
![]() Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC
(MDPI, 2021-01-01)
The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ... |
Article
![]() Real-time detection of uncalibrated sensors using Neural Networks
(Cornell University, 2021-01-01)
Nowadays, sensors play a major role in several contexts like science, industry and daily life which benefit of their use. ... |
Article
![]() COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images
(MDPI, 2020-08-01)
The COVID-19 pandemic caused by the new coronavirus SARS-CoV-2 has changed the world as we know it. An early diagnosis is ... |
Article
![]() NeuroPod: a real-time neuromorphic spiking CPG applied to robotics
(Elsevier, 2020-01-01)
Initially, robots were developed with the aim of making our life easier, carrying out repetitive or dangerous tasks for ... |
Article
![]() PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection
(IEEE Computer Society, 2020-01-01)
Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ... |
Article
![]() Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4
(MDPI, 2019-01-01)
In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ... |
Article
![]() Neuronal Specialization for Fine-Grained Distance Estimation using a Real-Time Bio-Inspired Stereo Vision System
(MDPI, 2019-01-01)
The human binocular system performs very complex operations in real-time tasks thanks to neuronal specialization and several ... |
Presentation
![]() Live Demonstration: neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker.
(IEEE Computer Society, 2019-01-01)
This live demonstration presents an audio-guided neuromorphic robot: from a Neuromorphic Auditory Sensor (NAS) to locomotion ... |
Presentation
![]() Live Demonstration: Neuromorphic Row-by-Row Multi-convolution FPGA Processor-SpiNNaker architecture for Dynamic-Vision Feature Extraction
(IEEE Computer Society, 2019-01-01)
In this demonstration a spiking neural network architecture for vision recognition using an FPGA spiking convolution ... |
Article
![]() Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors
(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
![]() Spiking row-by-row FPGA Multi-kernel and Multi-layer Convolution Processor.
(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
![]() Work-in-Progress: A Neuromorphic Approach of the Sound Source Localization Task in Real-Time Embedded Systems
(ACM Digital Library, 2019-01-01)
Autonomous robots have become a very popular topic within the artificial intelligence field. These systems are able to ... |
Article
![]() Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA)
(MDPI, 2019-01-01)
In stereo-vision processing, the image-matching step is essential for results, although it involves a very high computational ... |
Presentation
![]() Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(ScitePress Digital Library, 2019-01-01)
Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ... |
Presentation
![]() Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI
(ScitePress Digital Library, 2019-01-01)
Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ... |
Presentation
![]() Multi-dataset Training for Medical Image Segmentation as a Service
(ScitePress Digital Library, 2019-01-01)
Deep Learning tools are widely used for medical image segmentation. The results produced by these techniques depend to a ... |
Presentation
![]() Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks
(ScitePress Digital Library, 2019-01-01)
Breast cancer is one of the most frequent causes of mortality in women. For the early detection of breast cancer, the ... |
Presentation
![]() An Automated Fall Detection System Using Recurrent Neural Networks
(Springer, 2019-01-01)
Falls are the most common cause of fatal injuries in elderly people, causing even death if there is no immediate assistance. ... |
Presentation
![]() A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring
(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
![]() Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución
(3 ciencias. Área de Innovación y Desarrollo,S.L., 2019-01-01)
El cáncer de mama es una de las causas más frecuentes de mortalidad en las mujeres. Con la llegada de los sistemas ... |
Presentation
![]() Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
(IEEE Computer Society, 2019-01-01)
Animals combine various sensory cues with previously acquired knowledge to safely travel towards a target destination. In ... |
PhD Thesis
![]() ![]() Neuromorphic audio processing through real-time embedded spiking neural networks.
(2018-12-03)
In this work novel speech recognition and audio processing systems based on a spiking artificial cochlea and neural networks ... |
Article
![]() Embedded neural network for real-time animal behavior classification
(Elsevier, 2018-01-01)
Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain ... |
Presentation
![]() Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach
(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
![]() Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA
(IEEE Computer Society, 2018-01-01)
Neural networks algorithms are commonly used to recognize patterns from different data sources such as audio or vision. ... |
Presentation
![]() Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados
(3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018-01-01)
El proyecto SmokeFreeBrain estudia la efectividad de una variedad de intervenciones con el objetivo de dejar de fumar ... |
Article
![]() NAVIS: Neuromorphic Auditory VISualizer Tool
(Elsevier, 2017-01-01)
This software presents diverse utilities to perform the first post-processing layer taking the neuromorphic auditory sensors ... |
Article
![]() Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors
(IEEE Computer Society, 2017-01-01)
Auscultation is one of the most used techniques for detecting cardiovascular diseases, which is one of the main causes of ... |
Presentation
![]() Live demonstration — Multilayer spiking neural network for audio samples classification using SpiNNaker
(IEEE Computer Society, 2017-01-01)
In this demonstration we present a spiking neural network architecture for audio samples classification using SpiNNaker. ... |
Presentation
![]() Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets
(Springer, 2017-01-01)
Although it is not a novel topic, pattern recognition has become very popular and relevant in the last years. Different ... |
Presentation
![]() A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis
(Springer, 2017-01-01)
Human Papilloma Virus (HPV) could develop precancerous lesions and invasive cancer, as it is the main cause of nearly all ... |
Presentation
![]() A SpiNNaker Application: Design, Implementation and Validation of SCPGs
(Springer, 2017-01-01)
In this paper, we present the numerical results of the implementation of a Spiking Central Pattern Generator (SCPG) on a ... |
Presentation
![]() Semi-wildlife gait patterns classification using Statistical Methods and Artificial Neural Networks
(IEEE Computer Society, 2017-01-01)
Several studies have focused on classifying behavioral patterns in wildlife and captive species to monitor their activities ... |
Presentation
![]() Práctica de desarrollo de interfaces hardware/software para la monitorización del estado de un PC
(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) ... |
Presentation
![]() Práctica de diseño hardware/software de un robot móvil con interfaces inalámbricas
(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 ... |
Article
![]() Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana
(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 ... |
Presentation
![]() Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker
(Springer, 2016-01-01)
Audio classification has always been an interesting subject of research inside the neuromorphic engineering field. Tools ... |
Presentation
![]() A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging
(IEEE Computer Society, 2016-01-01)
Neuromorphic systems are engineering solutions that take inspiration from biological neural systems. They use spike-or ... |
Presentation
![]() A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker
(Springer, 2016-01-01)
The study and monitoring of the behavior of wildlife has always been a subject of great interest. Although many systems ... |
Presentation
![]() Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study
(Springer, 2016-01-01)
The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wildlife animals ... |
Presentation
![]() Sound Recognition System Using Spiking and MLP Neural Networks
(Springer, 2016-01-01)
In this paper, we explore the capabilities of a sound classification system that combines a Neuromorphic Auditory System ... |
Presentation
![]() System based on inertial sensors for behavioral monitoring of wildlife
(IEEE Computer Society, 2015-01-01)
Sensors Network is an integration of multiples sensors in a system to collect information about different environment ... |