A Cognitive Computational Model Inspired by the Immune System Response
Joint Authors
Abdo Abd Al-Hady, Mohamed
Mostafa, Mostafa Abd Al-Azim
Badr, Amr Ahmed
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-09
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
The immune system has a cognitive ability to differentiate between healthy and unhealthy cells.
The immune system response (ISR) is stimulated by a disorder in the temporary fuzzy state that is oscillating between the healthy and unhealthy states.
However, modeling the immune system is an enormous challenge; the paper introduces an extensive summary of how the immune system response functions, as an overview of a complex topic, to present the immune system as a cognitive intelligent agent.
The homogeneity and perfection of the natural immune system have been always standing out as the sought-after model we attempted to imitate while building our proposed model of cognitive architecture.
The paper divides the ISR into four logical phases: setting a computational architectural diagram for each phase, proceeding from functional perspectives (input, process, and output), and their consequences.
The proposed architecture components are defined by matching biological operations with computational functions and hence with the framework of the paper.
On the other hand, the architecture focuses on the interoperability of main theoretical immunological perspectives (classic, cognitive, and danger theory), as related to computer science terminologies.
The paper presents a descriptive model of immune system, to figure out the nature of response, deemed to be intrinsic for building a hybrid computational model based on a cognitive intelligent agent perspective and inspired by the natural biology.
To that end, this paper highlights the ISR phases as applied to a case study on hepatitis C virus, meanwhile illustrating our proposed architecture perspective.
American Psychological Association (APA)
Abdo Abd Al-Hady, Mohamed& Badr, Amr Ahmed& Mostafa, Mostafa Abd Al-Azim. 2014. A Cognitive Computational Model Inspired by the Immune System Response. BioMed Research International،Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-503393
Modern Language Association (MLA)
Abdo Abd Al-Hady, Mohamed…[et al.]. A Cognitive Computational Model Inspired by the Immune System Response. BioMed Research International No. 2014 (2014), pp.1-15.
https://search.emarefa.net/detail/BIM-503393
American Medical Association (AMA)
Abdo Abd Al-Hady, Mohamed& Badr, Amr Ahmed& Mostafa, Mostafa Abd Al-Azim. A Cognitive Computational Model Inspired by the Immune System Response. BioMed Research International. 2014. Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-503393
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-503393