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researcher

N. Janson

10 papers hereh-index 191.8k citations88 works total

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

author position
  • first author6
  • middle author2
  • last author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • nlin.AO3
  • nlin.CD3
  • math.DS2
  • cond-mat1
  • cond-mat.stat-mech1

identity via Semantic Scholar / OpenAlex

activity
20032025
most citedNoise-induced cooperative dynamics and its control in coupled neuron models

79 citations · 148 across the 10 of their papers we have counts for

collaborators
Showing 2025 · math.DSShow all

1 paper · 2 filters

math.DS2025

Memorisation and forgetting in a learning Hopfield neural network: bifurcation mechanisms, attractors and basins

Adam E. Essex, Natalia B. Janson, Rachel A. Norris +1

Despite explosive expansion of artificial intelligence based on artificial neural networks (ANNs), these are employed as "black boxes'', as it is unclear how, during learning, they…

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