Juan Pedro Dominguez Morales

Profesor Ayudante Doctor
jdominguez24@us.es
Área de conocimiento: Arquitectura y Tecnología de Computadores
Departamento: Arquitectura y Tecnolog. de Computadores
Grupo: ROBOTICA Y TECNOLOGÍA DE COMPUTADORES (TEP-108)
Instituto de Inv.: I3US
Tipo Año Título Fuente
Artículo2021 An event-based digital time difference encoder model implementation for neuromorphic systems IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Artículo2021 Efficient memory organization for dnn hardware accelerator implementation on PSoC ELECTRONICS
Artículo2021 OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations NEUROCOMPUTING
Artículo2021 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
Artículo2021 pyNAVIS: an open-source cross-platform software for spike-based neuromorphic audio information processing NEUROCOMPUTING
Artículo2021 Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks NEUROCOMPUTING
Artículo2021 Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems COMPUTERS IN BIOLOGY AND MEDICINE
Artículo2021 Wildlife monitoring on the edge: a performance evaluation of embedded neural networks on microcontrollers for animal behavior classification. SENSORS
Artículo2020 COVID-XNet: a custom deep learning system to diagnose and locate COVID-19 in chest x-ray images APPLIED SCIENCES-BASEL
Ponencia2020 Live demonstration: Neuromorphic sensory integration for combining sound source localization and collision avoidance Proceedings - IEEE International Symposium on Circuits and Systems
Artículo2020 Neuropod: a real-time neuromorphic spiking CPG applied to robotics NEUROCOMPUTING
Artículo2020 PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection IEEE ACCESS
Ponencia2019 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
Ponencia2019 An automated fall detection system using recurrent neural networks ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019
Ponencia2019 Breast cancer automatic diagnosis system using faster regional convolutional neural networks IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence
Capítulo2019 Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución Avances en la investigación en ciencia e ingeniería
Ponencia2019 Glioma diagnosis aid through CNNs and fuzzy-C means for MRI IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence
Artículo2019 Implementing a distance estimator for a wildlife tracking system based on 802.15.4 ELECTRONICS
Ponencia2019 Live demonstration: Neuromorphic robotics, from audio to locomotion through spiking CPG on SpiNNaker 2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Ponencia2019 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)
Ponencia2019 Multi-dataset training for medical image segmentation as a service IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence
Ponencia2019 Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance BioCAS 2019 - Biomedical Circuits and Systems Conference, Proceedings
Artículo2019 Neuronal specialization for fine-grained distance estimation using a real-time bio-inspired stereo vision system ELECTRONICS
Ponencia2019 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
Ponencia2019 Spiking row-by-row FPGA multi-kernel and multi-layer convolution processor Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019
Artículo2019 Stereo Matching in Address-Event-Representation (AER) Bio-Inspired Binocular Systems in a Field-Programmable Gate Array (FPGA) ELECTRONICS
Ponencia2019 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
Ponencia2018 A protocol generator tool for automatic in-vitro HPV robotic analysis ROBOT 2017: THIRD IBERIAN ROBOTICS CONFERENCE, VOL 2
Artículo2018 Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS
Ponencia2018 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
Artículo2018 Embedded neural network for real-time animal behavior classification NEUROCOMPUTING
Ponencia2018 Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA Proceedings of the International Joint Conference on Neural Networks
Corrección2018 NAVIS: Neuromorphic Auditory VISualizer Tool (vol 237C, pg 418, 2017) NEUROCOMPUTING
Ponencia2017 A SpiNNaker Application: Design, Implementation and Validation of SCPGs ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I
Ponencia2017 Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT I
Ponencia2017 Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker 2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Artículo2017 NAVIS: Neuromorphic Auditory VISualizer Tool NEUROCOMPUTING
Ponencia2017 Semi-wildlife gait patterns classification using Statistical Methods and Artificial Neural Networks 2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
Capítulo2017 Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados IV jornada de investigación y postgrado
Ponencia2016 A 20Mevps/32Mev event-based USB framework for Neuromorphic systems debugging 2016 2ND INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP)
Ponencia2016 A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I
Ponencia2016 Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I
Ponencia2016 Performance evaluation of neural networks for animal behaviors classification: Horse gaits case study DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, (DCAI 2016)
Ponencia2016 Sound Recognition System Using Spiking and MLP Neural Networks ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT II
Artículo2016 Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Donana IEEE COMMUNICATIONS LETTERS
Capítulo2014 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

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
30/12/2016 29/12/2020 Investigador/a Sistema Cognitivo de Fusión Sensorial de Visión y Audio por Eventos (TEC2016-77785-P) Ministerio de Economía y Competitividad (Nacional)
30/12/2016 29/12/2019 Investigador/a Reconocimiento Topológico de Imagenes Digitales 4d Via el Modelo Hsf (MTM2016-81030-P) Ministerio de Economía y Competitividad (Nacional)
30/01/2014 31/12/2017 Investigador/a Mota-Infraestructura de Sensado y Transmisión Inalámbrica para la Observación y Análisis de la Pauta de Animales Salvajes o en Semilibertad (Minerva) (P12-TIC-1300) Consejería de Economía, Innovación y Ciencia (Autonómico)
01/06/2020 31/05/2024 Investigador/a Percepción y Cognición Neuromórfica para Actuación Robótica de Alta Velocidad (PID2019-105556GB-C33) Ministerio de Ciencia, Innovación y Universidades (Nacional)
01/01/2013 31/12/2015 Investigador/a Sistema Bioinspirado de Fusión Sensorial y Procesamiento Neurocortical Basado en Eventos. Aplicaciones de Alta Velocidad y Bajo Coste en Robótica y Automoción. (TEC2012-37868-C04-02) Ministerio de Economía y Competitividad (Nacional)
01/01/2018 30/09/2021 Investigador/a Máquinas Bio-Inspiradas sobre plataformas de computación de altas prestaciones: un enfoque multidisciplinar (TIN2017-89842-P) Ministerio de Economía y Competitividad (Nacional)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/05/2018 30/04/2020 Investigador/a Neuromorphic Processor Project Phase 2 (P062-18/E03) Samsung Electronics Co. Ltd. (Internacional)
01/05/2015 30/04/2018 Investigador/a Neuromorphic Processor (P051-15/E03) Samsung Electronics Co. Ltd. (Internacional)
17/06/2020 31/10/2021 Investigador/a Adaptación de Sistemas Opentrons y del Software de Trazabilidad VTS (Visual Tracking System) para la Preparación, Gestión y Trazabilidad de Muestras COVID-19 (P064-20/E03) Vitro, S.A. (Nacional)