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Fernando E. Rosas

Explosive neural networks via higher-order interactions in curved statistical manifolds

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Aug 05, 2024
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Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks

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Oct 06, 2022
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Learning, compression, and leakage: Minimizing classification error via meta-universal compression principles

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Oct 14, 2020
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Causal blankets: Theory and algorithmic framework

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Sep 29, 2020
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