McEwan, Chris, Hart, Emma and Paechter, Ben (2007) Revisiting the central and peripheral immune system. In: Artificial Immune Systems: Proceedings of 6th International Conference, ICARIS 2007. Lecture Notes in Computer Science, 4628/2 . Springer-Verlag, pp. 240-251. ISBN 978-3-540-73921-0
Restricted to Registered users only
Available under License Creative Commons Attribution Non-commercial.
Download (408kB) | Request a copy
The idiotypic network has a long and chequered history in both theoretical immunology and Artificial Immune Systems. In terms of the latter, the drive for engineering applications has led to a diluted interpretation of the immunological models. Research inspired by theoretical immunology has produced compelling models of self-organised tolerance and immunity, but currently fail to have any practical engineering applicability. In this paper, we briefly discuss the engineering applicability of “self-affirming” idiotypic networks, leading to a suggestion that the “Third Generation” network models represent a way forward in this respect. Results obtained by implementing and extending a discrete model of this type of network suggest that the extended prototype is capable of two context-dependent modes of immune response, readily applicable to unsupervised machine-learning.
|Item Type:||Book Section|
|Uncontrolled Keywords:||Artificial immune systems; theoretical immunology; “self-affirming” idiotypic networks; “Third Generation” network;|
|University Divisions/Research Centres:||Faculty of Engineering, Computing and Creative Industries > School of Computing|
|Dewey Decimal Subjects:||000 Computer science, information & general works > 000 Computer science, knowledge & systems > 006 Special Computer Methods > 006.3 Artificial intelligence|
|Library of Congress Subjects:||Q Science > QA Mathematics > QA75 Electronic computers. Computer science|
|Depositing User:||Computing Research|
|Date Deposited:||15 Mar 2010 14:29|
|Last Modified:||12 Jan 2011 04:53|
Actions (login required)