Publications by the researcher in collaboration with Juan Antonio Rico Gallego (7)

2024

  1. Federated learning meets remote sensing

    Expert Systems with Applications, Vol. 255

2022

  1. Heterogeneous gradient computing optimization for scalable deep neural networks

    Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13455-13469

  2. Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

2021

  1. Distributed Deep Learning for Remote Sensing Data Interpretation

    Proceedings of the IEEE, Vol. 109, Núm. 8, pp. 1320-1349

  2. Heterogeneous model parallelism for deep neural networks

    Neurocomputing, Vol. 441, pp. 1-12

2020

  1. Training deep neural networks: a static load balancing approach

    Journal of Supercomputing, Vol. 76, Núm. 12, pp. 9739-9754

2019

  1. Evaluación de Rendimiento del Entrenamiento Distribuido de Redes Neuronales Profundas en Plataformas Heterogéneas

    Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| (Servicio de Publicaciones), pp. 132-140