On Sparsity and Overcompleteness in Image Models

NeurIPS 2007 Pietro BerkesRichard TurnerManeesh Sahani

Computational models of visual cortex, and in particular those based on sparse coding, have enjoyed much recent attention. Despite this currency, the question of how sparse or how over-complete a sparse representation should be, has gone without principled answer... (read more)

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