Related papers: Piecewise Linear Activation Functions For More Eff…
This submission has been withdrawn by arXiv admin. It is a verbatim copy of arXiv:0912.1810 with only the author name and title changed.
The activation function is at the heart of a deep neural networks nonlinearity; the choice of the function has great impact on the success of training. Currently, many practitioners prefer the Rectified Linear Unit (ReLU) due to its…
This paper has been withdrawn by the authors, due to a crucial error.
This paper has been withdrawn by the author due to some mistakes
This paper has been withdrawn by the author, due to a significant error in section 4.3.1.
Withdrawn; originally put in incomplete form without permission
We would like to withdraw this article for the following reasons: 1 this article is not satisfactory for limited language and theoretical description; 2 we have enriched and revised this article with the help of other authors; 3 we must…
This paper has been withdrawn
This paper has been withdrawn by the author due to similarity to the author's other paper
arXiv admin comment: This version has been removed by arXiv administrators as the submitter did not have the rights to agree to the license at the time of submission
This paper was withdrawn by arXiv administrators. It is an erroneous duplicate submission of math.NA/0405095.
This paper has been withdrawn due to its publication
This paper has been temporarily withdrawn by the authors.
This submission has been withdrawn at the request of the author.
This paper was withdrawn by the authors.
Section 1.3 was incorrect, and 2.1 will be removed from further submissions. A rewritten version will be posted in the future.
This article was withdrawn because (1) it was uploaded without the co-authors' knowledge or consent, and (2) there are allegations of plagiarism.
A systematic mismatch exists between mathematically ideal and effective activation updates during gradient descent. As intended, parameters update in their direction of steepest descent. However, activations are argued to constitute a more…
This paper has been withdrawn by the author due to a crucial problem in Lemma 3. This equation must be changed.
This paper has been withdrawn by the author due to a misunderstanding about 3QBF.