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Sparse Coding Models Can Exhibit Decreasing Sparseness while Learning Sparse Codes for Natural Images

The sparse coding hypothesis has enjoyed much success in predicting response properties of simple cells in primary visual cortex (V1) based solely on the statistics of natural scenes. In typical sparse coding models, model neuron activities and receptive fields are optimized to accurately represent...

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Detaylı Bibliyografya
Asıl Yazarlar: Zylberberg, Joel, DeWeese, Michael Robert
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2013
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3757070/
https://ncbi.nlm.nih.gov/pubmed/24009489
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003182
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