Browsing Faculté des arts et des sciences – Département d'informatique et de recherche opérationnelle - Thèses et mémoires by Subject "Scalability"
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Towards better understanding and improving optimization in recurrent neural networks
(2020-12-16)Recurrent neural networks (RNN) are known for their notorious exploding and vanishing gradient problem (EVGP). This problem becomes more evident in tasks where the information needed to correctly solve them exist over long time scales, because it ...