Online computation of sparse representations of time varying stimuli using a biologically motivated neural network

Tao Hu, Dmitri B. Chklovskii

Natural stimuli are highly redundant, possessing significant spatial and temporal correlations. While sparse coding has been proposed as an efficient strategy employed by neural sy…