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20142026
most citedA Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data

87 citations · 342 across the 15 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

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…