How to learn a set of features that are good for
reconstructing images of the digit 2
50 binary
feature
neurons
50 binary
feature
neurons
Decrement weights
between an active
pixel and an active
feature
Increment weights
between an active
pixel and an active
feature
16 x 16
pixel
image
16 x 16
pixel
image
  data
(reality)
   reconstruction
(better than reality)