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Sparsity and Compressed Coding in Sensory Systems

Considering that many natural stimuli are sparse, can a sensory system evolve to take advantage of this sparsity? We explore this question and show that significant downstream reductions in the numbers of neurons transmitting stimuli observed in early sensory pathways might be a consequence of this...

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Detalles Bibliográficos
Autores principales: Barranca, Victor J., Kovačič, Gregor, Zhou, Douglas, Cai, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4140640/
https://www.ncbi.nlm.nih.gov/pubmed/25144745
http://dx.doi.org/10.1371/journal.pcbi.1003793