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Author

Cecilia Jarne

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Open access Aug 2026

Analyzing rescaling, discretization, and linearization in RNNs for neural system modeling

It is shown that this exact commutativity guarantees the structural preservation of the network's controllability, preventing the emergence of inaccessible state-spaces under numerical discretization or temporal rescaling.

Mariano Caruso, C. Jarne · 0 citations
Open access Aug 2026

Task-Parametrized dynamics: Representation of time and decisions in recurrent neural networks.

Training RNNs on delayed decision-making tasks with progressively increasing temporal demands shows that temporal and decision-related computations can emerge through multiple dynamical regimes, while maintaining structured low-dimensional representations and comparable behavioural performance, mirroring biological pri...

C. Jarne, Ryeongkyung Yoon, Tahra L. Eissa et al. · 0 citations

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