ISO/IEC 15938-17:2022

Esta norma ha sido revisada por ISO/IEC 15938-17:2024

Resumen

This document specifies Neural Network Coding (NNC) as a compressed representation of the parameters/weights of a trained neural network and a decoding process for the compressed representation, complementing the description of the network topology in existing (exchange) formats for neural networks. It establishes a toolbox of compression methods, specifying (where applicable) the resulting elements of the compressed bitstream.

This document does not specify a complete protocol for the transmission of neural networks, but focuses on compression of network parameters. Only the syntax format, semantics, associated decoding process requirements, parameter sparsification, parameter transformation methods, parameter quantization, entropy coding method and integration/signalling within existing exchange formats are specified, while other matters such as pre-processing, system signalling and multiplexing, data loss recovery and post-processing are considered to be outside the scope of this document. Additionally, the internal processing steps performed within a decoder are also considered to be outside the scope of this document; only the externally observable output behaviour is required to conform to the specifications of this document.

Informaciones generales

Estado
: Retirada

Fecha de publicación
: 2022-08

Etapa
: Retirada de la Norma Internacional [95.99]
Edición
: 1

Número de páginas
: 77
Comité Técnico :
ISO/IEC JTC 1/SC 29

ICS :
35.040.40
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