87 citations · 342 across the 15 of their papers we have counts for
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q-bio.NC2016★ 6 cited
Do retinal ganglion cells project natural scenes to their principal subspace and whiten them?
Reza Abbasi-Asl, Cengiz Pehlevan, Bin Yu +1
Several theories of early sensory processing suggest that it whitens sensory stimuli. Here, we test three key predictions of the whitening theory using recordings from 152 ganglion…
cs.LG2016★ 1 cited
Self-calibrating Neural Networks for Dimensionality Reduction
Yuansi Chen, Cengiz Pehlevan, Dmitri B. Chklovskii
Recently, a novel family of biologically plausible online algorithms for reducing the dimensionality of streaming data has been derived from the similarity matching principle. In t…