ODE-Inspired Analysis for the Biological Version of Oja's Rule in Solving Streaming PCA

Chi-Ning Chou, Mien Brabeeba Wang

Oja's rule [Oja, Journal of mathematical biology 1982] is a well-known biologically-plausible algorithm using a Hebbian-type synaptic update rule to solve streaming principal compo…