
















• 
Autoencoders
define the desired



output to be the
same as the input.



– 
Trivial
to achieve with direct



connections




• 
The
identity is easy to compute!



• 
It is useful if
we can squeeze the



information
through some kind of



bottleneck:




– 
If
we use a linear network this



is
very similar to Principal



Components Analysis

