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researcher

Xinye Chen

7 papers hereh-index 5273 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author4
  • middle author1
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.IR1
  • math.SP1
same name
  • Xinye Chen — 13 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA comparison of LSTM and GRU networks for learning symbolic sequences

177 citations · 182 across the 5 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 177 cited

A comparison of LSTM and GRU networks for learning symbolic sequences

Roberto Cahuantzi, Xinye Chen, Stefan Güttel

We explore the architecture of recurrent neural networks (RNNs) by studying the complexity of string sequences it is able to memorize. Symbolic sequences of different complexity ar…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.