DocumentCode
2709095
Title
An associative memory based on the immune networks
Author
Abbattista, Fabio ; Gioia, Giovanni Di ; Santo, Giuseppe Di ; Fanelli, Anna Maria
Author_Institution
Dipartimento di Inf., Bari Univ., Italy
Volume
1
fYear
1996
fDate
3-6 Jun 1996
Firstpage
519
Abstract
In this paper we propose the use of immune network model for designing associative memories. Particularly, we show how the model of an immune system can be applied to the associative memorization problem, by defining an appropriate type of recruitment mechanism. Simulation results are shown to compare favourably with those produced from an other well-known model
Keywords
associative processing; content-addressable storage; error compensation; neural nets; optimisation; pattern recognition; associative memory; attractors; immune networks; learning; neural networks; optimisation; pattern recognition; recruitment mechanism; Associative memory; Biological system modeling; Cloning; Electronic mail; Hopfield neural networks; Immune system; Neural networks; Recruitment; Shape; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1996., IEEE International Conference on
Conference_Location
Washington, DC
Print_ISBN
0-7803-3210-5
Type
conf
DOI
10.1109/ICNN.1996.548947
Filename
548947
Link To Document