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researcher

Lyudmila Grigoryeva

25 papers hereh-index 171.1k citations43 works total

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

author position
  • first author15
  • middle author10

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.NE5
  • math.DS5
  • econ.EM2
  • math.OC2
  • cs.ET1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedChaos on compact manifolds: Differentiable synchronizations beyond the Takens theorem

47 citations · 174 across the 18 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Memory Capacity of Nonlinear Recurrent Networks: Is it Informative?

Giovanni Ballarin, Lyudmila Grigoryeva, Juan-Pablo Ortega

The total memory capacity (MC) of linear recurrent neural networks (RNNs) has been proven to be equal to the rank of the corresponding Kalman controllability matrix, and it is almo…

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