It is a very broad question. Dozens of algorithms and frameworks are available. Could you please specify more?

Your mail id Plz

alaa.aly at eng.au.edu.eg

I agree with Alaa.

I personally use Tensorflow and Adam optimizer.

It seems to be a common choise. But it depends on your task in hand, of course.

Do you have any dataset , sample ?

Yes, of course. I have been working on the CMU Mocap Database. You cannot do deep learning without a big dataset

i have FMRI Data , How to apply Tensorflow ?

Depends on your dataset, even you can use multi optimizers,

look at this paper:

Preprint RMDL: Random Multimodel Deep Learning for Classification