Related papers: Piecewise Linear Activation Functions For More Eff…
This paper has been withdrawn because the content has been substantially improved in a later paper, arXiv:0806.1165.
This version of the paper has been withdrawn due to an error. Please contact one of the authors for an updated copy.
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 version has been removed by arXiv administrators, as we were obligated to do, due to claimed copyright infringement by a third party
This paper has been withdrawn by the author due to the presented idea is wrong.
This paper has been withdrawn by the author due to text overlap with arXiv:1102.5004, as well as omission of proper citations to arXiv:1110.4655 and arXiv:1111.0313
This article has been removed by arXiv administrators due to falsified authorship.
Successive linear transforms followed by nonlinear "activation" functions can approximate nonlinear functions to arbitrary precision given sufficient layers. The number of necessary layers is dependent on, in part, by the nature of the…
This paper has been withdrawn.
This paper has been withdrawn by the author due to some errors.
Withdrawn by arXiv administration because authors have forged affiliations and acknowledgements, and have not adequately responded to charges [hep-th/9912039] of unattributed use of verbatim material.
This paper has been withdrawn by the author due to the need for further revision.
This paper has been withdrawn by the authors due to some fatal errors in the analysis.
This paper has been withdrawn due to errors in the analysis of data with Carrier Access Rate control and statistical methodologies.
This paper has been withdrawn by the author due to unspecified problems.
arXiv admin note: This submission has been withdrawn by arXiv administrators due to unprofessional personal attack.
In this paper, we extend an available neural network verification technique to support a wider class of piece-wise linear activation functions. Furthermore, we extend the algorithms, which provide in their original form exact respectively…
This paper has been withdrawn by the authors. Because of a misunderstanding, the paper was submitted prematurely to the arXiv. A replacement will follow.
This paper has been withdrawn by the authors due to inadequate arguments.
This paper has been withdrawn by the author due to a crucial error.