Gabriel Koch Ocker

Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity

Biological synaptic plasticity exhibits nonlinearities that are not accounted for by classic Hebbian learning rules. Here, we introduce a simple family of generalized nonlinear Hebbian learning rules. We study the computations implemented by their dynamics in the simple setting of a neuron receiving…