UFLDL Tutorial

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'''Note''': The sections above this line are stable.  The sections below are still under construction, and may change without notice.  Feel free to browse around however, and feedback/suggestions are welcome.  
'''Note''': The sections above this line are stable.  The sections below are still under construction, and may change without notice.  Feel free to browse around however, and feedback/suggestions are welcome.  
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'''Miscellaneous ''':
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* [[MATLAB Modules]]
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* [[Style Guide]]
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* [[Useful Links]]
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'''Miscellaneous''':
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'''Miscellaneous Topics'''
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* [[Data Preprocessing]]
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[[MATLAB Modules]]
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* [[Deriving gradients using the backpropagation idea]]
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[[Data Preprocessing]]
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[[Style Guide]]
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[[Useful Links]]
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'''Advanced Topics''':
'''Advanced Topics''':
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* [[Topographic Independent Component Analysis]]
* [[Topographic Independent Component Analysis]]
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[[Convolutional training]]  
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* [[Convolutional training]]  
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* [[Restricted Boltzmann Machines]]
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[[Restricted Boltzmann Machines]]
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* [[Deep Belief Networks]]
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* [[Denoising Autoencoders]]
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[[Deep Belief Networks]]
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* [[K-means]]
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* [[Spatial pyramids / Multiscale]]
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[[Denoising Autoencoders]]
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* [[Slow Feature Analysis]]
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* [[Tiled Convolution Networks]]
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[[K-means]]
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[[Spatial pyramids / Multiscale]]
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[[Slow Feature Analysis]]
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[[Tiled Convolution Networks]]
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Material contributed by: Andrew Ng, Jiquan Ngiam, Chuan Yu Foo, Yifan Mai, Caroline Suen
Material contributed by: Andrew Ng, Jiquan Ngiam, Chuan Yu Foo, Yifan Mai, Caroline Suen

Revision as of 07:05, 29 May 2011

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