Self-Taught Learning

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(Learning features)
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(perhaps with appropriate whitening or other pre-processing):
(perhaps with appropriate whitening or other pre-processing):
-
[[FIGURE OF SPARSE AUTOENCODER]]
+
[[File:STL_SparseAE.png]]
Having trained the parameters <math>\textstyle W^{(1)}, b^{(1)} W^{(2)} b^{(2)}</math> of this model,
Having trained the parameters <math>\textstyle W^{(1)}, b^{(1)} W^{(2)} b^{(2)}</math> of this model,
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neural network:
neural network:
-
[[FIGURE OF SPARSE AUTOENCODER minus the final layer]]
+
[[File:STL_SparseAE_Features.png]]
This is just the sparse autoencoder that we previously had, with with the final
This is just the sparse autoencoder that we previously had, with with the final

Revision as of 07:59, 4 May 2011

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