Title :
Communications and neural networks: theory and practice
Author :
Plumbley, Mark D.
Author_Institution :
Div. of Eng., King´´s Coll., London, UK
Abstract :
It is seen that neural networks and communications are interlinked in a number of ways, towards the goal of efficient communication of information. One concrete example of this is the use of neural networks to ensure efficient use of communication channels, through connection admission control in ATM networks. In addition, however, efficient communication is also important within a decision making system such as a neural network. Finally we examine the type of neural network solutions that are suggested by this approach
Keywords :
asynchronous transfer mode; neural nets; telecommunication channels; telecommunication congestion control; telecommunication networks; ATM networks; communication channels; communication networks; connection admission control; decision making system; information communication; neural networks; Admission control; Artificial neural networks; Bayesian methods; Biological system modeling; Communication channels; Decision making; Educational institutions; Neural networks; Neurons; Pattern recognition;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.599571