Correction to “Convergence and Rate Analysis of Neural Networks for Sparse Approximation” [Sep 12 1377-1389]

This document provides a correction to the proof of the theorem establishing the exponential speed of convergence of the Locally Competitive Algorithm (LCA) in the paper “Convergence and Rate Analysis of Neural Networks for Sparse Approximation.”