Publications by the researcher in collaboration with JOSE FARIÑA RODRIGUEZ (66)

2024

  1. A GPU Pipeline for Hyperparameter Optimization on IoT Platforms: Comparing Pulse-by-Pulse vs. Fixed Time Windows for Cuffless Blood Pressure Estimation

    IEEE International Symposium on Industrial Electronics

2023

  1. Improving Intensive Care Unit Early Readmission Prediction Using Optimized and Explainable Machine Learning

    International Journal of Environmental Research and Public Health, Vol. 20, Núm. 4

  2. Two-Step Approach for Occupancy Estimation in Intensive Care Units Based on Bayesian Optimization Techniques

    Sensors, Vol. 23, Núm. 3

2022

  1. Optimized Implementation of Segmentation CNNs in GPU SoC Devices

    IECON Proceedings (Industrial Electronics Conference)

2021

  1. Comparative Analysis of Processor-FPGA Communication Performance in Low-Cost FPSoCs

    IEEE Transactions on Industrial Informatics, Vol. 17, Núm. 6, pp. 3826-3835

  2. Using explainable machine learning to improve intensive care unit alarm systems

    Sensors, Vol. 21, Núm. 21

2020

  1. Performance Evaluation of State-of-the-Art Edge Computing Devices for DNN Inference

    IECON Proceedings (Industrial Electronics Conference)

2019

  1. Efficient PPG signal acquisition for atrial fibrillation screening with wearable devices

    Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society

  2. Multivariable Non-Linear UGV Controller Design Using Deep Reinforcement Learning

    IECON Proceedings (Industrial Electronics Conference)

  3. Online calculation of melt pool cooling rate with automatic background correction

    IECON Proceedings (Industrial Electronics Conference)

  4. Using PPG Signals and Wearable Devices for Atrial Fibrillation Screening

    IEEE Transactions on Industrial Electronics, Vol. 66, Núm. 11, pp. 8832-8842

2018

  1. 100fps camera-based UGV localization system using cyclone V FPSoC

    Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society

  2. Performance Characterization and Design Guidelines for Efficient Processor-FPGA Communication in Cyclone v FPSoCs

    IEEE Transactions on Industrial Electronics, Vol. 65, Núm. 5, pp. 4368-4377

2017

  1. A quantitative method for selecting denoising filters, based on a new edge-sensitive metric

    Proceedings of the IEEE International Conference on Industrial Technology

  2. Characterization of FPGA-master ARM communication delays in zynq devices

    Proceedings of the IEEE International Conference on Industrial Technology

  3. Hands-On Learning of Digital Systems Through Semi-Guided Projects

    Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 12, Núm. 3, pp. 132-140

  4. Implementation of Particle Swarm Optimization in FPSoC devices

    IEEE International Symposium on Industrial Electronics

  5. Measurement of air flow in newborn poultry transportation systems

    Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society

  6. Optimized PPG-based wearable acquisition unit for massive analysis of heart rhythms

    IEEE International Symposium on Industrial Electronics

  7. Real-time monitoring of poultry activity in breeding farms

    Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society