Application of the PDP Model with a Logistic Activation Function to Immune Networks
Summary :
Based on the similarity between the neural and the immune networks, a modified PDP model is adopted to simulate the idiotype networks of the immune system. Major modifications peculiar to immune networks are the introduction of time delays and the bilateral and asymmetric interaction between units. Simulation results show nonlinear behaviors of networks such as hard oscillations and chaos. The behaviors are closely related to the structure of networks. It is suggested that the analysis of the immune system can inspire new scheme in parallel distributed information processing.
- Publication
- IEICE TRANSACTIONS on transactions Vol.E72-E No.4 pp.416-421
- Publication Date
- 1989/04/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- PAPER
- Category
- Bio-Cybernetics
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Hiroyuki FUJITA, Kazuyuki AIHARA, "Application of the PDP Model with a Logistic Activation Function to Immune Networks" in IEICE TRANSACTIONS on transactions,
vol. E72-E, no. 4, pp. 416-421, April 1989, doi: .
Abstract: Based on the similarity between the neural and the immune networks, a modified PDP model is adopted to simulate the idiotype networks of the immune system. Major modifications peculiar to immune networks are the introduction of time delays and the bilateral and asymmetric interaction between units. Simulation results show nonlinear behaviors of networks such as hard oscillations and chaos. The behaviors are closely related to the structure of networks. It is suggested that the analysis of the immune system can inspire new scheme in parallel distributed information processing.
URL: https://global.ieice.org/en_transactions/transactions/10.1587/e72-e_4_416/_p
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@ARTICLE{e72-e_4_416,
author={Hiroyuki FUJITA, Kazuyuki AIHARA, },
journal={IEICE TRANSACTIONS on transactions},
title={Application of the PDP Model with a Logistic Activation Function to Immune Networks},
year={1989},
volume={E72-E},
number={4},
pages={416-421},
abstract={Based on the similarity between the neural and the immune networks, a modified PDP model is adopted to simulate the idiotype networks of the immune system. Major modifications peculiar to immune networks are the introduction of time delays and the bilateral and asymmetric interaction between units. Simulation results show nonlinear behaviors of networks such as hard oscillations and chaos. The behaviors are closely related to the structure of networks. It is suggested that the analysis of the immune system can inspire new scheme in parallel distributed information processing.},
keywords={},
doi={},
ISSN={},
month={April},}
Copy
TY - JOUR
TI - Application of the PDP Model with a Logistic Activation Function to Immune Networks
T2 - IEICE TRANSACTIONS on transactions
SP - 416
EP - 421
AU - Hiroyuki FUJITA
AU - Kazuyuki AIHARA
PY - 1989
DO -
JO - IEICE TRANSACTIONS on transactions
SN -
VL - E72-E
IS - 4
JA - IEICE TRANSACTIONS on transactions
Y1 - April 1989
AB - Based on the similarity between the neural and the immune networks, a modified PDP model is adopted to simulate the idiotype networks of the immune system. Major modifications peculiar to immune networks are the introduction of time delays and the bilateral and asymmetric interaction between units. Simulation results show nonlinear behaviors of networks such as hard oscillations and chaos. The behaviors are closely related to the structure of networks. It is suggested that the analysis of the immune system can inspire new scheme in parallel distributed information processing.
ER -
English
