An Analysis of Single-Layer Networks in Unsupervised Feature Learning - http://www.stanford.edu/~acoate...
May 27, 2013
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More learned features helps a lot; smaller stride length helps a lot. Larger local receptive fields barely helps at all.
- Michael Nielsen