This standard defines a text description method for neural networks. Data requirements, basic unit in neural networks, schemas for neural network architectures, and application scenarios are also discussed. Institutions, enterprises and researchers that describe neural network architecture follow the general description method outlined here. With this standard, newly generated neural network architectures could be easily shared and exchanged. This would make neural network algorithms very easily transferred because they will not depend on the particular neural network platform or libraries.
- Standard Committee
- C/AISC - Artificial Intelligence Standards Committee
- Status
- Active PAR
- PAR Approval
- 2023-02-15
Working Group Details
- Society
- IEEE Computer Society
- Standard Committee
- C/AISC - Artificial Intelligence Standards Committee
- Working Group
-
NNAS - Neural Network Architecture Schema
- IEEE Program Manager
- Christy Bahn
Contact Christy Bahn - Working Group Chair
- Jiancheng Lv
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
No Active Projects
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
No Active Standards
These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
No Superseded Standards
These standards have been removed from active status through a ballot where the standard is made inactive as a consensus decision of a balloting group.
No Inactive-Withdrawn Standards
These standards are removed from active status through an administrative process for standards that have not undergone a revision process within 10 years.
No Inactive-Reserved Standards