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2025-06-03 17:00:29

This https://arxiv.org/abs/2505.04792 has been replaced.
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Confabulation dynamics in a reservoir computer: Filling in the gaps with untrained attractors
Artificial Intelligence has advanced significantly in recent years thanks to innovations in the design and training of artificial neural networks (ANNs). Despite these advancements, we still understand relatively little about how elementary forms of ANNs learn, fail to learn, and generate false information without the intent to deceive, a phenomenon known as `confabulation'. To provide some foundational insight, in this paper we analyse how confabulation occurs in reservoir computers (RCs): a d…