Browsing by Author "Tabik, Siham"
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 policyIt 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 ...
Tabik, Siham; Romero, Felipe; Utrera Iglesias, Gladys Miriam; Plata, Oscar (2010)
Open AccessThe 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 ...