Article

Sparse coding models predict a spectral bias in the development of primary visual cortex (V1) receptive fields

2022-03-19

Abstract excerpt

It is well known that sparse coding models trained on natural images learn basis functions whose shapes resemble the receptive fields (RFs) of simple cells in the primary visual cortex (V1). However, few studies have considered how these basis functions develop during training. In particular, it is unclear whether certain types of basis functions emerge more quickly than others, or whether they develop simultaneou...

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Literature Corpus work: f9ad2926-8b33-520a-947c-3d758019582d
DOI: 10.1101/2022.03.17.484705

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