Global convergence of the Locally Competitive Algorithm


The Locally Competitive Algorithm (LCA) is a continuoustime dynamical system designed to solve the problem of sparse approximation. This class of approximation problems plays an important role in producing state-of-the-art results in many signal processing and inverse problems, and implementing the LCA in analog VLSI may significantly improve the time and… (More)


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