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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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Detalles Bibliográficos
Autores principales: Recanatesi, Stefano, Farrell, Matthew, Lajoie, Guillaume, Deneve, Sophie, Rigotti, Mattia, Shea-Brown, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7930246/
https://www.ncbi.nlm.nih.gov/pubmed/33658520
http://dx.doi.org/10.1038/s41467-021-21696-1