2023
DOI: 10.1101/2023.11.27.568877
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Exploring Abstract Pattern Representation in The Brain and Non-symbolic Neural Networks

Enes Avcu,
David Gow

Abstract: Human cognitive and linguistic generativity depends on the ability to identify abstract relationships between perceptually dissimilar items. Marcus et al. (1999) found that human infants can rapidly discover and generalize patterns of syllable repetition (reduplication) that depend on the abstract property of identity, but simple recurrent neural networks (SRNs) could not. They interpreted these results as evidence that purely associative neural network models provide an inadequate framework for characterizing… Show more

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