Browsing Scopus İndeksli Yayınlar Koleksiyonu by Subject "Seq2seq"
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Assessing the impact of minor modifications on the interior structure of GRU: GRU1 and GRU2
(Wiley, 2022)In this study, two GRU variants named GRU1 and GRU2 are proposed by employing simple changes to the internal structure of the standard GRU, which is one of the popular RNN variants. Comparative experiments are conducted ... -
Simple but effective GRU variants
(Institute of Electrical and Electronics Engineers Inc., 2021)Recurrent Neural Network (RNN) is a widely used deep learning architecture applied to sequence learning problems. However, it is recognized that RNNs suffer from exploding and vanishing gradient problems that prohibit the ...