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researcher

Colin Giles

5 papers hereh-index 121.5k citations29 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el2
  • cond-mat.soft1
  • cs.AI1
  • math.CO1

identity via Semantic Scholar / OpenAlex

activity
20062019
most citedThe Neural Network Pushdown Automaton: Model, Stack and Learning Simulations

16 citations · 37 across the 5 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.AI2017★ 16 cited

The Neural Network Pushdown Automaton: Model, Stack and Learning Simulations

G. Z. Sun, C. L. Giles, H. H. Chen +1

In order for neural networks to learn complex languages or grammars, they must have sufficient computational power or resources to recognize or generate such languages. Though many…

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