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Eva Xie

Allen Institute

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Approach:statistical model· 1

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Łukasz KuśmierziD· 1 shared Ştefan MihalaşiD· 1 shared

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Łukasz KuśmierzORCID

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Neuroscienceneural information processing systemsPeer-reviewedJan 1, 2025

Slow Transition to Low-Dimensional Chaos in Heavy-Tailed Recurrent Neural Networks

Eva Xie, Ştefan Mihalaş, Łukasz Kuśmierz

This paper studies RNNs with heavy-tailed distributions and finds a slow transition to chaos with tradeoffs in dynamical robustness and dimensionality.

DOI 10.52202/085713-4102

statistical model

𝕏 PostBluesky