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Physical Review Research
Article . 2022 . Peer-reviewed
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Physical Review Research
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https://dx.doi.org/10.34657/96...
Article . 2022
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Noise-induced artificial intelligence

Authors: Alex Zhao; Anastasia Ermolaeva; Ekkehard Ullner; Juergen Kurths; Susanna Gordleeva; Alexey Zaikin;

Noise-induced artificial intelligence

Abstract

We show that unavoidable stochastic fluctuations are not only affecting information processing in a destructive or constructive way, but may even induce conditions necessary for the artificial intelligence itself. In this proof-of-principle paper we consider a model of a neuron-astrocyte network under the influence of multiplicative noise and show that information encoding (loading, storage, and retrieval of information patterns), one of the paradigmatic signatures of intelligent systems, can be induced by stochastic influence and astrocytes. Hence, astrocytes, recently proved to play an important role in memory and cognitive processing in mammalian brains, may play also an important role in the generation of a system's features providing artificial intelligence functions. Hence, one could conclude that intrinsic stochasticity is probably positively utilized by brains, not only to optimize the signal response but also to induce intelligence itself, and one of the key roles, played by astrocytes in information processing, could be dealing with noises.

Countries
Germany, United Kingdom, United Kingdom
Keywords

Physics, QC1-999, Proof of principles, 150, Multiplicative noise, Mammalian brain, Stochastic fluctuation, 530, Medical Research Council (MRC), 510, Information patterns, QC Physics, MR/R02524X/1, Cognitive processing, Information encoding, Storage and retrievals, Stochastics, Condition, QC

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
gold