52 citations · 143 across the 11 of their papers we have counts for
3 papers · 1 filter
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…
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…
A simple solver for the fractional Laplacian in multiple dimensions
Victor Minden, Lexing Ying
We present a simple discretization scheme for the hypersingular integral representation of the fractional Laplace operator and solver for the corresponding fractional Laplacian pro…