52 citations · 143 across the 11 of their papers we have counts for
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stat.CO2018
Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics
Victor Minden, Cengiz Pehlevan, Dmitri B. Chklovskii
Artificial neural networks that learn to perform Principal Component Analysis (PCA) and related tasks using strictly local learning rules have been previously derived based on the…
stat.CO2018
Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity Matching
Andrea Giovannucci, Victor Minden, Cengiz Pehlevan +1
Big data problems frequently require processing datasets in a streaming fashion, either because all data are available at once but collectively are larger than available memory or…