Parametric deconvolution of positive spike trains

By Lei M. Li, Terence P. Speed. 2000

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Non-negative least squares for high-dimensional linear models: consistency and sparse recovery without regularization (2012, methodology): “Non-negativity constraints occur naturally in numerous deconvolution and unmixing problems in diverse fields such as acoustics [31], astronomical imaging [2], hyperspectral imaging [1], genomics [30], proteomics [42], spectroscopy [16] and network tomography [34]; see [14] for a survey.”