Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering

Application of Data Compression and Decompression Based on Artificial Neural Network and Collaborative Computer Network

Authors
Li Dong, Binpeng Qu, Meng Zhang, Jing Yu
Corresponding Author
Li Dong
Available Online April 2015.
DOI
https://doi.org/10.2991/amcce-15.2015.62How to use a DOI?
Keywords
Artificial neural network; Collaborative computer; Data compression
Abstract
Before data transmission, in order to improve the utilization ratio of transmission channel, there is need to compress the transmitted data. Before data storage, in order to save storage space, there is need to compress the stored data. There are many methods for data compression and decompression, but the existing methods may be not effective for some particular applications. Therefore, for the special applications, special compression and decompression methods should be applied, which means to combine neural network and collaboration cognitive model. When finite multi-dimensional data needs to transmit with long distance or store data for a long time, the method combining neural network and collaborative computer should be applied to implement compression and decompression of finite multi-dimensional data.
Open Access
This is an open access article distributed under the CC BY-NC license.

Download article (PDF)

Proceedings
2015 International Conference on Automation, Mechanical Control and Computational Engineering
Part of series
Advances in Intelligent Systems Research
Publication Date
April 2015
ISBN
978-94-62520-64-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/amcce-15.2015.62How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Li Dong
AU  - Binpeng Qu
AU  - Meng Zhang
AU  - Jing Yu
PY  - 2015/04
DA  - 2015/04
TI  - Application of Data Compression and Decompression Based on Artificial Neural Network and Collaborative Computer Network
BT  - 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SP  - 329
EP  - 332
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.62
DO  - https://doi.org/10.2991/amcce-15.2015.62
ID  - Dong2015/04
ER  -