Now showing items 1-2 of 2

    • FuCiTNet: improving the generalization of deep learning networks by the fusion of learned class-inherent transformations 

      Rey-Arena, Manuel; Guirado, Emilio; Tabik, Siham; Ruiz Hidalgo, Javier (Elsevier, 2020-10)
      Restricted access - publisher's policy
      It is widely known that very small datasets produce overfitting in Deep Neural Networks (DNNs), i.e., the network becomes highly biased to the data it has been trained on. This issue is often alleviated using transfer ...
    • Mapping parallel loops on multicore systems 

      Tabik, Siham; Romero, Felipe; Utrera Iglesias, Gladys Miriam; Plata, Oscar (2010)
      Conference report
      Open Access
      The compute nodes in contemporary HPC systems contain one or more multicore processors. As a result, these nodes constitute a shared-memory multiprocessor, often combining CMP and SMT concurrency technologies. This ...