2
$\begingroup$

For example, I consider an NN with n number of input units. What should the construction of NN be changed if the number of input units increases to 10*n? I think the number of hidden units and hidden layer should be increased. And, we should have a higher number of samples in the dataset (e.g., using data augmentation).

I also think dimensionality reduction could be used (like word embedding).

What do you think about this problem? Thank you.

$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Browse other questions tagged or ask your own question.