A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way

Fast linearized Bregman iteration for compressive sensing and sparse denoising

(2013) Bin Dong et al.   Communications in Mathematical Sciences

Spike-Based Population Coding and Working Memory

(2011) Martin Boerlin et al.   PLoS Computational Biology

Coordinate descent optimization for l1 minimization with application to compressed sensing; a greedy algorithm

(2009) Stanley Osher et al.   Inverse Problems and Imaging

Convergence of the linearized Bregman iteration for $\ell _1$-norm minimization

(2009) Jian-Feng Cai et al.   MATHEMATICS OF COMPUTATION

Linearized Bregman iterations for compressed sensing

(2009) Jian-Feng Cai et al.   MATHEMATICS OF COMPUTATION

Sparse Coding via Thresholding and Local Competition in Neural Circuits

(2008) Christopher J. Rozell et al.   NEURAL COMPUTATION