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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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2025-2025 · peak 1/yr

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Łukasz KuśmierzORCID

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Recent·Most cited

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.

neural information processing systems · Jan 1, 2025Peer-reviewedNeuroscience