Recurrent neural network from adder’s perspective: Carry-lookahead RNN

The recurrent network architecture is a widely used model in sequence modeling, but its serial dependency hinders the computation parallelization, which makes the operation inefficient. The same problem was encountered in serial adder at the early stage of digital electronics. In this paper, we disc...

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Vydané v:	Neural networks Ročník 144; s. 297 - 306
Hlavní autori:	Jiang, Haowei, Qin, Feiwei, Cao, Jin, Peng, Yong, Shao, Yanli
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.12.2021
Predmet:	Carry-lookahead Deep learning Parallel computation Sequence modeling Deep learning Sequence modeling Parallel computation Carry-lookahead
ISSN:	0893-6080, 1879-2782, 1879-2782
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