Listar Dpto. Estadística, Informática y Matemáticas - Estatistika, Informatika eta Matematika Saila [desde mayo 2018 / 2018ko maiatzetik] por tema "Recurrent neural networks"
Mostrando ítems 1-2 de 2
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Fuzzy sets complement-based gated recurrent unit
Ferrero Jaurrieta, Mikel; Pereira Dimuro, Graçaliz
; Takáč, Zdenko; Santiago, Regivan; Fernández Fernández, Francisco Javier ; Bustince Sola, Humberto (CEUR Workshop Proceedings (CEUR-WS.org), 2021)
Contribución a congreso / Biltzarrerako ekarpena 
Gated Recurrent Units (GRU) are neural network gated architectures that simplify other ones (suchas, LSTM) by joining gates mainly. For this, instead of using two gates, if𝑥is the first gate, standardoperation1−𝑥is used ... -
VCI-LSTM: Vector choquet integral-based long short-term memory
Ferrero Jaurrieta, Mikel; Takáč, Zdenko; Fernández Fernández, Francisco Javier ; Horanská, Lubomíra; Pereira Dimuro, Graçaliz ; Montes, Susana; Díaz, Irene; Bustince Sola, Humberto (IEEE, 2022)
Artículo / Artikulua
Choquet integral is a widely used aggregation operator on one-dimensional and interval-valued information, since it is able to take into account the possible interaction among data. However, there are many cases where the ...
