Learn and be well: http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf
Explains and motivates the use of autoencoders (and sparsity constraints) and restricted Boltzmann machines, too.
Explains and motivates the use of autoencoders (and sparsity constraints) and restricted Boltzmann machines, too.