Title :
Applications of neural networks in high-speed communication networks
Author :
Park, Young-Keun ; Lee, Gyungho
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
fDate :
10/1/1995 12:00:00 AM
Abstract :
Modern communication networks are expected to have hundreds or thousands of network nodes to which thousands of users are connected. Neural networks can contribute to this emerging new telecommunication infrastructure by providing fast, flexible, adaptive, and intelligent control. This article discusses the neural networks used for solving various control problems in high-speed communication networks
Keywords :
adaptive control; intelligent control; neural nets; telecommunication computing; telecommunication congestion control; telecommunication network routing; adaptive control; high-speed communication networks; intelligent control; network nodes; neural networks; packet routing; scheduling; telecommunication infrastructure; Adaptive control; B-ISDN; Biological neural networks; Communication networks; Communication system control; Communication system traffic control; Intelligent networks; Neural networks; Neurons; Programmable control;
Journal_Title :
Communications Magazine, IEEE
