New Text Compression Method Based on Direct Solution Method Neural Networks

  • Ali Hussen Hassan Thi-Qar University /College Of Science/ Department Of Computers

Abstract

The aim of this work is to create a text compression technique
using a single layer neural networks trained using direct solution
method. In this work, the text is made as desired output and the
weights are pre-defined then, by using the direct solution method, we
calculate the input vector. This process, exhibits decreasing the
number of the input neurons, the computing size and memory space.
The present work has been demonstrated through several experiments
and show very promising results in compression rates as well as in the
reconstructed text.
Published
2019-05-12
How to Cite
Hussen Hassan, A. (2019). New Text Compression Method Based on Direct Solution Method Neural Networks. University of Thi-Qar Journal of Science, 1(1), 104-113. Retrieved from https://jsci.utq.edu.iq/index.php/main/article/view/182
Section
Articles