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Listar por palabra clave "Restricted Boltzmann Machines"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Restricted Boltzmann Machines"

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    Learning representations: a deep architecture based approach 
    Castilla Escobar, Joaquim (Universitat Politècnica de València, 2015-01-09)
    Representation Learning has become an active topic of research in the recent years. Neural models have been specially successful in this area due to recent developments in both algorithms and architectures. It is well ...
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    Mask selective regularization for restricted Boltzmann machines 
    Mansanet Sandín, Jorge; Albiol Colomer, Alberto; Paredes Palacios, Roberto; Albiol Colomer, Antonio José (Elsevier, 2015-10-01)
    In the present work, we propose to deal with two important issues regarding to the RBM's learning capabilities. First, the topology of the input space, and second, the sparseness of the RBM obtained. One problem of RBMs ...