most citedA sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields

217 citations · 217 across the 1 of their papers we have counts for

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q-bio.NC2011★ 217 cited

A sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields

Joel Zylberberg, Jason Timothy Murphy, Michael Robert DeWeese

Sparse coding algorithms trained on natural images can accurately predict the features that excite visual cortical neurons, but it is not known whether such codes can be learned us…