| Artículo | 2024 |
A Bio-inspired Implementation of A Sparse-learning Spike-based Hippocampus Memory Model
|
IEEE Transactions on Emerging Topics in Computing |
| Capítulo | 2024 |
A Computational Approach to a Neuromorphic Sequential Memory Bio-Inspired on the Hippocampus and Entorhinal Cortex Formation
|
Springer Proceedings in Materials |
| Capítulo | 2024 |
A Feedback Sensor Based on Spiking Neural Networks for Real-Time Robot Adaption
|
Springer Proceedings in Materials |
| Artículo | 2024 |
A Neuromorphic Vision and Feedback Sensor Fusion Based on Spiking Neural Networks for Real-Time Robot Adaption
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Advanced Intelligent Systems |
| Capítulo | 2024 |
A SNN-Based Implementation of a Spiking Counter for Filtering and Processing Spike Trains in Real Time
|
Springer Proceedings in Materials |
| Artículo | 2024 |
A systematic comparison of deep learning methods for Gleason grading and scoring.
|
Medical Image Analysis |
| Artículo | 2024 |
Analog Implementation of a Spiking System for Performing Arithmetic Logic Operations on Mixed-Signal Neuromorphic Processors
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Advanced Intelligent Systems |
| Artículo | 2024 |
Analog Sequential Hippocampal Memory Model for Trajectory Learning and Recalling: A Robustness Analysis Overview
|
Advanced Intelligent Systems |
| Artículo | 2024 |
Bio-inspired computational memory model of the Hippocampus: An approach to a neuromorphic spike-based Content-Addressable Memory
|
NEURAL NETWORKS |
| Editorial | 2024 |
Editorial: Emerging talents in neuromorphic engineering
|
FRONTIERS IN NEUROSCIENCE |
| Artículo | 2024 |
Geometric characterization and segmentation of historic buildings using classification algorithms and convolutional networks in HBIM
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AUTOMATION IN CONSTRUCTION |
| Ponencia | 2024 |
Integrating a hippocampus memory model into a neuromorphic robotic-arm for trajectory navigation
|
2024 IEEE International Symposium on Circuits and Systems (ISCAS) (2024), pp. 1-5. |
| Artículo | 2024 |
Melanoma Breslow Thickness Classification using Ensemble-based Knowledge Distillation with Semi-supervised Convolutional Neural Networks.
|
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
| Capítulo | 2024 |
Prediction of the Microinvasion of Melanoma Using Supervised Deep Convolutional Neural Networks
|
Springer Proceedings in Materials |
| Capítulo | 2024 |
Study and Analysis of the Heterogeneity of a Prostate Cancer Dataset: First Steps on the Release of a Multicenter Strongly-Annotated Dataset
|
Springer Proceedings in Materials |
| Artículo | 2023 |
A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer
|
COMPUTERS IN BIOLOGY AND MEDICINE |
| Artículo | 2023 |
A systematic comparison of different machine learning models for the spatial estimation of air pollution
|
Applied Intelligence |
| Artículo | 2023 |
Bioinspired Spike-Based Hippocampus and Posterior Parietal Cortex Models for Robot Navigation and Environment Pseudomapping
|
Advanced Intelligent Systems |
| Artículo | 2023 |
Closed-loop sound source localization in neuromorphic systems
|
Neuromorphic Computing and Engineering |
| Artículo | 2023 |
Construction of a spike-based memory using neural-like logic gates based on spiking neural networks on SpiNNaker
|
IEEE Transactions on Emerging Topics in Computing |
| Artículo | 2023 |
Data-driven color augmentation for H&E stained images in computational pathology
|
Journal of Pathology Informatics |
| Artículo | 2023 |
Interfacing PDM MEMS microphones with PFM spiking systems: application for neuromorphic auditory sensors
|
NEURAL PROCESSING LETTERS |
| Ponencia | 2023 |
Live Demonstration: Bio-inspired implementation of a sparse-learning spike-based hippocampus memory model
|
Proceedings - IEEE International Symposium on Circuits and Systems |
| Artículo | 2023 |
NESIM-RT: A real-time distributed spiking neural network simulator
|
SoftwareX |
| Artículo | 2023 |
Práctica de desarrollo de un dispositivo de accesibilidad controlado mediante extremidades distales superiores basado en la plataforma Leap Motion
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Artículo | 2023 |
Prediction of melanoma Breslow thickness using deep transfer learning algorithms
|
CLINICAL AND EXPERIMENTAL DERMATOLOGY |
| Artículo | 2022 |
An event-based digital time difference encoder model implementation for neuromorphic systems
|
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS |
| Capítulo | 2022 |
Exoesqueleto para rehabilitación de miembro superior
|
Sinergias en la investigación en STEM |
| Artículo | 2022 |
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion
|
NEUROCOMPUTING |
| Artículo | 2022 |
Real-time detection of uncalibrated sensors using neural networks
|
NEURAL COMPUTING & APPLICATIONS |
| Ponencia | 2022 |
Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker
|
2022 International Joint Conference on Neural Networks (IJCNN) |
| Ponencia | 2022 |
Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker
|
Proceedings of the International Joint Conference on Neural Networks |
| Ponencia | 2022 |
Towards the neuromorphic implementation of the auditory perception in the iCub robotic platform
|
ACM International Conference Proceeding Series |
| Capítulo | 2021 |
Adaptación de prácticas de laboratorio presenciales a no presenciales debido a la COVID-19: Descripción, análisis y evaluación de una propuesta fallida
|
Entornos virtuales para la educación en tiempos de pandemia: Perspectivas metodológicas |
| Capítulo | 2021 |
Adaptando ABP en las prácticas de laboratorio de Robótica Industrial para buscar el alineamiento con la práctica laboral
|
Oportunidades y retos para la enseñanza de las artes, la educación mediática y la ética en la era postdigital |
| Artículo | 2021 |
Aprendizaje basado en proyectos en el ámbito de la Ingeniería de la Salud: desarrollo de sistemas para la rehabilitación y la ayuda a la discapacidad
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Artículo | 2021 |
Efficient memory organization for dnn hardware accelerator implementation on PSoC
|
ELECTRONICS |
| Capítulo | 2021 |
Metodología ABP en el contexto de la Ingeniería de la Salud: aplicación en la asignatura de Sistemas de Rehabilitación y Ayuda a la Discapacidad
|
Oportunidades y retos para la enseñanza de las artes, la educación mediática y la ética en la era postdigital |
| Artículo | 2021 |
OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations
|
NEUROCOMPUTING |
| Artículo | 2021 |
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
|
SENSORS |
| Artículo | 2021 |
Práctica de desarrollo de una red de sensores basada en la programación de microcontroladores para sistemas en tiempo real
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Artículo | 2021 |
pyNAVIS: an open-source cross-platform software for spike-based neuromorphic audio information processing
|
NEUROCOMPUTING |
| Artículo | 2021 |
Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks
|
NEUROCOMPUTING |
| Artículo | 2021 |
Semipresencialidad en tiempos de COVID-19: adaptación de la docencia en el ámbito de Fundamentos de Informática
|
Actas de las Jornadas sobre Enseñanza Universitaria de la Informática |
| Artículo | 2021 |
Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems
|
COMPUTERS IN BIOLOGY AND MEDICINE |
| Artículo | 2021 |
Wildlife monitoring on the edge: a performance evaluation of embedded neural networks on microcontrollers for animal behavior classification.
|
SENSORS |
| Artículo | 2020 |
COVID-XNet: a custom deep learning system to diagnose and locate COVID-19 in chest x-ray images
|
APPLIED SCIENCES-BASEL |
| Ponencia | 2020 |
Live demonstration: Neuromorphic sensory integration for combining sound source localization and collision avoidance
|
Proceedings - IEEE International Symposium on Circuits and Systems |
| Artículo | 2020 |
Neuropod: a real-time neuromorphic spiking CPG applied to robotics
|
NEUROCOMPUTING |
| Artículo | 2020 |
PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection
|
IEEE ACCESS |
| Ponencia | 2019 |
A low-power, reachable, wearable and intelligent IoT device for animal activity monitoring
|
IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence |
| Ponencia | 2019 |
An automated fall detection system using recurrent neural networks
|
ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019 |
| Ponencia | 2019 |
Breast cancer automatic diagnosis system using faster regional convolutional neural networks
|
IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence |
| Capítulo | 2019 |
Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución
|
Avances en la investigación en ciencia e ingeniería |
| Ponencia | 2019 |
Glioma diagnosis aid through CNNs and fuzzy-C means for MRI
|
IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence |
| Artículo | 2019 |
Implementing a distance estimator for a wildlife tracking system based on 802.15.4
|
ELECTRONICS |
| Ponencia | 2019 |
Live demonstration: Neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker
|
2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Ponencia | 2019 |
Live demonstration: Neuromorphic row-by-row multi-convolution FPGA processor-SpiNNaker architecture for dynamic-vision feature extraction
|
2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) |
| Ponencia | 2019 |
Multi-dataset training for medical image segmentation as a service
|
IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence |
| Ponencia | 2019 |
Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance
|
BioCAS 2019 - Biomedical Circuits and Systems Conference, Proceedings |
| Artículo | 2019 |
Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system
|
ELECTRONICS |
| 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 |
| Ponencia | 2019 |
Spiking row-by-row FPGA multi-kernel and multi-layer convolution processor
|
Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019 |
| Artículo | 2019 |
Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA)
|
ELECTRONICS |
| Ponencia | 2019 |
Work-in-progress: A neuromorphic approach of the sound source localization task in real-time embedded systems
|
Proceedings of the International Conference on Embedded Software Companion, EMSOFT 2019 |
| Ponencia | 2018 |
A protocol generator tool for automatic in-vitro HPV robotic analysis
|
ROBOT 2017: THIRD IBERIAN ROBOTICS CONFERENCE, VOL 2 |
| Artículo | 2018 |
Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors
|
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS |
| Ponencia | 2018 |
Deep Spiking Neural Network model for time-variant signals classification: A real-time speech recognition approach
|
Proceedings of the International Joint Conference on Neural Networks |
| Artículo | 2018 |
Embedded neural network for real-time animal behavior classification
|
NEUROCOMPUTING |
| 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 |
| Capítulo | 2018 |
Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados
|
IV jornada de investigación y postgrado |
| Ponencia | 2017 |
A SpiNNaker Application: Design, Implementation and Validation of SCPGs
|
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I |
| 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 20Mevps/32Mev event-based USB framework for Neuromorphic systems debugging
|
2016 2ND INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP) |
| 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 |
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 |
Performance evaluation of neural networks for animal behaviors classification: Horse gaits case study
|
DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, (DCAI 2016) |
| 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 |
| 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 |
