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Predictive learning as a network mechanism for extracting low-dimensional latent space representations

Artificial neural networks have recently achieved many successes in solving sequential processing and planning tasks. Their success is often ascribed to the emergence of the task’s low-dimensional latent structure in the network activity – i.e., in the learned neural representations. Here, we invest...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Recanatesi, Stefano, Farrell, Matthew, Lajoie, Guillaume, Deneve, Sophie, Rigotti, Mattia, Shea-Brown, Eric
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7930246/
https://ncbi.nlm.nih.gov/pubmed/33658520
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-21696-1
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