I must be frank about Deep Learning in artificial intelligence...

[Ramine]

Hello,

I must be frank about Deep Learning in artificial intelligence...

I think that this invention is not so bright, because what is
the basic of Deep Learning in artificioal intelligence, is
how the minimize the error of the cost function that
is the difference between the desired output and the output,
so what you are actually doing is looking for the global minimum
, and this can be done by iterative methods like PSO in combination with
Simulated annealing to be able to converge or with a direct method like
the stochastic gradient descent, this is the very important thing to
know, so i don't think that Deep Learning is a bright invention, because
it's something easy that permit us to recognize objects and high level
constructs even if there is hazards in them and Deep Learning is like a
low level programming, like using assembler programming, so there is a
need to simplify it with a way to do
with it high level programming.


Thank you,
Amine Moulay Ramdane.