Artículo | 2024 |
A lightweight xAI approach to cervical cancer classification
|
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING |
Artículo | 2024 |
An innovative 12-lead resting electrocardiogram dataset in professional football.
|
DATA IN BRIEF |
Artículo | 2024 |
Analyzing ECG signals in professional football players using machine learning techniques
|
HELIYON |
Artículo | 2024 |
Brain Tumor Detection Using Magnetic Resonance Imaging and Convolutional Neural Networks
|
Big Data and Cognitive Computing |
Artículo | 2024 |
Classification of skin blemishes with cell phone images using Deep Learning techniques
|
HELIYON |
Capítulo | 2024 |
Design and Development of a Sensorised Sports Waistcoat
|
Springer Proceedings in Materials |
Capítulo | 2024 |
Design, Implementation and Testing of Wearable System and Application for Sleep Study
|
Springer Proceedings in Materials |
Artículo | 2024 |
Diagnosis Aid System for Colorectal Cancer Using Low Computational Cost Deep Learning Architectures
|
ELECTRONICS |
Ponencia | 2024 |
ECG pre-processing and feature extraction tool for intelligent simulation systems
|
Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering |
Artículo | 2024 |
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification
|
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE |
Libro | 2024 |
Human Gait - Recent Findings and Research
|
Biomedical Engineering |
Capítulo | 2024 |
Indoor Positioning System for Nursing Homes
|
Springer Proceedings in Materials |
Artículo | 2024 |
Optimized Machine Learning Classifiers for Symptom-Based Disease Screening
|
Computers |
Artículo | 2024 |
Performance and healthcare analysis in elite sports teams using artificial intelligence: a scoping review
|
Frontiers in sports and active living |
Capítulo | 2024 |
Smart Cane for the Visually Impaired
|
Springer Proceedings in Materials |
Artículo | 2023 |
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images
|
SENSORS |
Capítulo | 2023 |
Aprendizaje basado en la Transferencia del Conocimiento entre asignaturas afines en Ingeniería de la Salud (ATC-ISA): fase inicial en Instrumentación Biomédica
|
Mejorando la enseñanza a través de la innovación educativa |
Libro | 2023 |
Deep Learning - Recent Findings and Research
|
Artificial Intelligence |
Artículo | 2023 |
Designing and evaluating a wearable device for affective state level classification using machine learning techniques
|
EXPERT SYSTEMS WITH APPLICATIONS |
Capítulo | 2023 |
Evolution and Tendency on the Feature Extraction Process for Diagnostic Aid in Healthcare
|
Recent Advancements in Smart Remote Patient Monitoring, Wearable Devices, and Diagnostics Systems |
Libro | 2023 |
Internet of Things - New Trends, Challenges and Hurdles
|
Internet of Things - New Trends, Challenges and Hurdles |
Capítulo | 2023 |
Introductory Chapter: An Overview to the Internet of Things
|
Internet of Things - New Trends, Challenges and Hurdles |
Editorial | 2023 |
Special issue “Fighting COVID-19: emerging techniques and aid systems for prevention, forecasting and diagnosis”
|
APPLIED SCIENCES-BASEL |
Artículo | 2023 |
Using machine learning-based systems to help predict disengagement from the legal proceedings by women victims of intimate partner violence in Spain.
|
PLOS ONE |
Artículo | 2023 |
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies
|
SENSORS |
Capítulo | 2022 |
Diseño y desarrollo de sistema IoT para el control y monitorización de personas
|
Sinergias en la investigación en STEM |
Capítulo | 2022 |
Diseño, desarrollo y testeo de copa menstrual inteligente con reconocimiento de posición y aviso de llenado
|
Sinergias en la investigación en STEM |
Capítulo | 2022 |
Exoesqueleto para rehabilitación de miembro superior
|
Sinergias en la investigación en STEM |
Capítulo | 2022 |
Herramienta de visualización, análisis y conversión de datasets analógicos a imágenes para su posterior procesado por Deep Learning
|
Sinergias en la investigación en STEM |
Artículo | 2022 |
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques
|
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE |
Artículo | 2022 |
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
|
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE |
Capítulo | 2022 |
Sistema integral de ayuda a la conducción mediante procesamiento con redes neuronales convolucionales
|
Sinergias en la investigación en STEM |
Capítulo | 2022 |
Sistema lumínico para la medición de la reacción motora
|
Sinergias en la investigación en STEM |
Artículo | 2022 |
Worker’s physical fatigue classification using neural networks
|
EXPERT SYSTEMS WITH APPLICATIONS |
Artículo | 2021 |
A deep-learning based posture detection system for preventing telework-related musculoskeletal disorders
|
SENSORS |
Artículo | 2021 |
A study on the use of Edge TPUs for eye fundus image segmentation
|
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE |
Artículo | 2021 |
Ankfall—Falls, falling risks and daily-life activities dataset with an ankle-placed accelerometer and training using recurrent neural networks
|
SENSORS |
Artículo | 2021 |
Does two-class training extract real features? A COVID-19 case study
|
APPLIED SCIENCES-BASEL |
Artículo | 2021 |
Efficient memory organization for dnn hardware accelerator implementation on PSoC
|
ELECTRONICS |
Artículo | 2021 |
IoT garment for remote elderly care network
|
BIOMEDICAL SIGNAL PROCESSING AND CONTROL |
Artículo | 2021 |
pyNAVIS: an open-source cross-platform software for spike-based neuromorphic audio information processing
|
NEUROCOMPUTING |
Artículo | 2020 |
Affective state assistant for helping users with cognition disabilities using neural networks
|
ELECTRONICS |
Artículo | 2020 |
Augmented and virtual reality evolution and future tendency
|
APPLIED SCIENCES-BASEL |
Artículo | 2020 |
Deep learning system for COVID-19 diagnosis aid using X-ray pulmonary images
|
APPLIED SCIENCES-BASEL |
Artículo | 2020 |
Dual Machine-Learning System to Aid Glaucoma Diagnosis Using Disc and Cup Feature Extraction
|
IEEE ACCESS |
Ponencia | 2020 |
EMG-Controlled Robotic Prosthetic Arm With Neural Network Training
|
eTELEMED 2020: The Twelfth International Conference on eHealth, Telemedicine, and Social Medicine (2020), pp. 1-4. |
Ponencia | 2020 |
Incremental Learning For Fundus Image Segmentation
|
eTELEMED 2020: The Twelfth International Conference on eHealth, Telemedicine, and Social Medicine (2020), pp. 1-4. |
Artículo | 2020 |
Low-power embedded system for gait classification using neural networks
|
Journal of Low Power Electronics and Applications |
Ponencia | 2020 |
Lower-Limb Falling Detection System Using Gated Recurrent Neural Networks
|
eTELEMED 2020: The Twelfth International Conference on eHealth, Telemedicine, and Social Medicine (2020), pp. 1-4. |
Capítulo | 2020 |
Multidataset incremental training for optic disc segmentation
|
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference |
Artículo | 2019 |
Bio-inspired stereo vision calibration for dynamic vision sensors
|
IEEE ACCESS |
Ponencia | 2019 |
Designing a wearable device for step analyzing
|
2019 IEEE 32ND INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS) |
Capítulo | 2019 |
Diseño, configuración y evaluación de cluster de Raspberry pi para el procesamiento paralelo de vídeo
|
Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| |
Capítulo | 2019 |
Diseño, implementación y evaluación de clúster RB-Pi para el procesamiento de visión en paralelo
|
Avances en la investigación en ciencia e ingeniería |
Capítulo | 2019 |
Herramienta software para la enseñanza del paralelismo a nivel de instrucciones (ILP)
|
Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| |
Artículo | 2019 |
Implementing a distance estimator for a wildlife tracking system based on 802.15.4
|
ELECTRONICS |
Capítulo | 2019 |
MYOARM: prótesis robótica con sensado emg y entrenamiento con redes neuronales
|
Avances en la investigación en ciencia e ingeniería |
Artículo | 2019 |
Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system
|
ELECTRONICS |
Capítulo | 2019 |
Rehabilitación de pacientes con movilidad reducida usando exoesqueleto y técnicas de gamificación
|
Avances en la investigación en ciencia e ingeniería |
Ponencia | 2019 |
Sampling frequency evaluation on recurrent neural networks architectures for IoT real-time fall detection devices
|
IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence |
Capítulo | 2019 |
Sistema HW-SW de telerehabilitación y telemedicina para pacientes Epoc con hiperinsuflación pulmonar
|
Avances en la investigación en ciencia e ingeniería |
Artículo | 2019 |
Smart footwear insole for recognition of foot pronation and supination using neural networks
|
APPLIED SCIENCES-BASEL |
Artículo | 2019 |
Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA)
|
ELECTRONICS |
Capítulo | 2019 |
Travel planner: sistema experto en la nube para generación automática de rutas turísticas en base al usuario
|
Avances en la investigación en ciencia e ingeniería |
Artículo | 2019 |
Wearable fall detector using recurrent neural networks
|
SENSORS |
Artículo | 2018 |
Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors
|
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS |
Artículo | 2018 |
Embedded neural network for real-time animal behavior classification
|
NEUROCOMPUTING |
Capítulo | 2018 |
Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS
|
IV jornada de investigación y postgrado |
Ponencia | 2018 |
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA
|
Proceedings of the International Joint Conference on Neural Networks |
Corrección | 2018 |
NAVIS: Neuromorphic Auditory VISualizer Tool (vol 237C, pg 418, 2017)
|
NEUROCOMPUTING |
Ponencia | 2018 |
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator
|
2018 IEEE 18TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO) |
Artículo | 2017 |
A Binaural Neuromorphic Auditory Sensor for FPGA: A Spike Signal Processing Approach
|
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS |
Ponencia | 2017 |
Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets
|
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I |
Ponencia | 2017 |
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker
|
2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
Artículo | 2017 |
NAVIS: Neuromorphic Auditory VISualizer Tool
|
NEUROCOMPUTING |
Ponencia | 2017 |
Semi-wildlife gait patterns classification using Statistical Methods and Artificial Neural Networks
|
2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) |
Ponencia | 2016 |
A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker
|
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I |
Ponencia | 2016 |
ED-Scorbot: A robotic test-bed framework for FPGA-based neuromorphic systems
|
2016 6TH IEEE INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB) |
Ponencia | 2016 |
Incremento de la motivación en el aprendizaje de enseñanzas informáticas mediante herramientas maker
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
Ponencia | 2016 |
Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker
|
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I |
Ponencia | 2016 |
Práctica de desarrollo de interfaces hardware/software para la monitorización del estado de un PC
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
Ponencia | 2016 |
Práctica de diseño hardware/software de un robot móvil con interfaces inalámbricas
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
Ponencia | 2016 |
Realización de un proyecto en grupo con carácter multidisciplinar para alumnos de Ingeniería de la Salud usando la metodología ABP
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
Ponencia | 2016 |
Sound recognition system using spiking and MLP neural networks
|
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT II |
Artículo | 2016 |
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Donana
|
IEEE COMMUNICATIONS LETTERS |
Artículo | 2015 |
Diseño e implementación de un simulador software basado en el procesador MIPS32
|
Enseñanza y aprendizaje de ingeniería de computadores |
Ponencia | 2015 |
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA
|
2015 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
Ponencia | 2015 |
Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network
|
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) |
Ponencia | 2015 |
Real-Time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA
|
Proceedings of 1st International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2015 |
Ponencia | 2015 |
System based on inertial sensors for behavioral monitoring of wildlife
|
2015 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS) |
Capítulo | 2014 |
Desde CoOs hasta .NetFramework: Comunicación hardware/software mediante VCP
|
JENUI 2014 XX Jornadas de Enseñanza Universitaria de la Informática, del 9 al 11 de Julio Oviedo 2014 |
Ponencia | 2013 |
On the AER stereo-vision processing: A spike approach to epipolar matching
|
Lecture Notes in Computer Science |
Ponencia | 2013 |
Spikes monitors for FPGAs, an experimental comparative study
|
ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT I |
Ponencia | 2013 |
SVITE: A spike-based VITE neuro-inspired robot controller
|
Lecture Notes in Computer Science |
Artículo | 2012 |
A neuro-inspired spike-based PID motor controller for multi-motor robots with low cost FPGAs
|
SENSORS |
Artículo | 2012 |
A PCI AER Co-Processor Evaluation Based on CPUs Performance Counters
|
JOURNAL OF INTERNET TECHNOLOGY |
Ponencia | 2012 |
Live demonstration: on the distance estimation of moving targets with a stereo-vision AER system
|
ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems |
Ponencia | 2012 |
On the distance estimation of moving targets with a Stereo-Vision AER system
|
ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems |
Ponencia | 2011 |
A perfomance comparison study between synchronous and asynchronous FPGA for spike based systems. Under the AER synthetic generation
|
Proceedings of the 2011 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2011 |
Ponencia | 2011 |
AER spiking neuron computation on GPUs: The frame-to-AER generation
|
NEURAL INFORMATION PROCESSING, PT I |
Ponencia | 2011 |
An AER to CAN bridge for spike-based robot control
|
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2011, PT I |
Ponencia | 2011 |
An approach to distance estimation with stereo vision using address-event-representation
|
NEURAL INFORMATION PROCESSING, PT I |
Artículo | 2011 |
Analysis of source code metrics from ns-2 and ns-3 network simulators
|
SIMULATION MODELLING PRACTICE AND THEORY |
Ponencia | 2011 |
Application-transparent integration of simulation tools in a WSN development environment
|
DCNET 2011 OPTICS 2011 - Proceedings of the International Conference on Data Communication Networking and International Conference on Optical Communication System |
Ponencia | 2011 |
Diseño de material específico docente para el aprendizaje de microcontroladores y sistemas USB
|
XVII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2011 : Actas : Sevilla, 5 al 8 de julio de 2011 |
Capítulo | 2011 |
Entrenamiento de la creatividad y la innovación en la Ingeniería de Computadores basándose en la metodología de aprendizaje por proyectos
|
XVII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2011 : Actas : Sevilla, 5 al 8 de julio de 2011 |
Ponencia | 2011 |
Image matching algorithms in stereo vision using address-event- representation: a theoretical study and evaluation of the different algorithms
|
SIGMAP 2011 - Proceedings of the International Conference on Signal Processing and Multimedia Applications |
Ponencia | 2011 |
On the designing of spikes band-pass filters for FPGA
|
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2011, PT II |
Ponencia | 2011 |
Práctica de desarrollo de interfaces hardware/software para el manejo de sensores de redes inalámbricas
|
JENUI 2011: XVIII Jornadas de Enseñanza Universitaria de la Informática (2011), |
Capítulo | 2011 |
Práctica de desarrollo de interfaces hardware/software para el manejo de sensores de redes inalámbricos
|
XVII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2011 : Actas : Sevilla, 5 al 8 de julio de 2011 |
Ponencia | 2011 |
Práctica de laboratorio sobre implementación Joystick HID-USB de interfaz con una emisora RC
|
XVII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2011 : Actas : Sevilla, 5 al 8 de julio de 2011 |
Ponencia | 2011 |
Simulating building blocks for spikes signals processing
|
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2011, PT II |
Ponencia | 2011 |
Sistema de co-diseño hardware/software basado en FPGA para la captura de video analógico a través del bus serie USB
|
XVII Jornadas de Enseñanza Universitaria de la Informática: JENUI 2011 : Actas : Sevilla, 5 al 8 de julio de 2011 |
Ponencia | 2011 |
Technical viability study for behavioral monitoring of wildlife animals in Doñana: an 802.15.4 coverage study in a Natural Park
|
DCNET 2011 OPTICS 2011 - Proceedings of the International Conference on Data Communication Networking and International Conference on Optical Communication System |
Ponencia | 2010 |
Architecture, design and source code comparison of ns-2 and ns-3 network simulators
|
Proceedings of the 2010 Spring Simulation Multiconference |
Ponencia | 2010 |
Frames-to-AER efficiency study based on CPUs performance counters
|
Proceedings of the 2010 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS'2010 |
Ponencia | 2009 |
Performance study of synthetic AER generation on CPUs for Real-Time Video based on Spikes
|
PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON PERFORMANCE EVALUATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS |