Slowness and Sparseness Lead to Place, Head-Direction, and Spatial-View Cells

We present a model for the self-organized formation of place cells, head-direction cells, and spatial-view cells in the hippocampal formation based on unsupervised learning on quasi-natural visual stimuli. The model comprises a hierarchy of Slow Feature Analysis (SFA) nodes, which were recently show...

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Detalles Bibliográficos
Autores principales: Franzius, Mathias, Sprekeler, Henning, Wiskott, Laurenz
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2007
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1963505/
https://www.ncbi.nlm.nih.gov/pubmed/17784780
http://dx.doi.org/10.1371/journal.pcbi.0030166

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1963505/
https://www.ncbi.nlm.nih.gov/pubmed/17784780
http://dx.doi.org/10.1371/journal.pcbi.0030166

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