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researcher

M. Rafayelyan

8 papers hereh-index 13787 citations51 works total

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

author position
  • first author3
  • middle author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • physics.optics4
  • cond-mat.dis-nn1
  • cs.ET1
  • cs.NE1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedLarge-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction

193 citations · 515 across the 8 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2022★ 1 cited

Asymptotic Stability in Reservoir Computing

Jonathan Dong, Erik Börve, Mushegh Rafayelyan +1

Reservoir Computing is a class of Recurrent Neural Networks with internal weights fixed at random. Stability relates to the sensitivity of the network state to perturbations. It is…

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