# Sparse Coding

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- | == Probabilistic Interpretation == | + | == Probabilistic Interpretation [Based on Olshausen and Field 1996] == |

So far, we have considered sparse coding in the context of finding a sparse, over-complete set of basis vectors to span our input space. Alternatively, we may also approach sparse coding from a probabilistic perspective as a generative model. | So far, we have considered sparse coding in the context of finding a sparse, over-complete set of basis vectors to span our input space. Alternatively, we may also approach sparse coding from a probabilistic perspective as a generative model. | ||