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
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;
Conference_Titel :
Neural Networks, 1996., IEEE International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-3210-5
DOI :
10.1109/ICNN.1996.548947
