TY - GEN
T1 - A modeling environment for dynamic and adaptive network models implemented in matlab
AU - Mohammadi Ziabari, S. Sahand
AU - Treur, Jan
PY - 2020
Y1 - 2020
N2 - In this paper, a software environment to support Network-Oriented Modeling is presented. The environment has been implemented in MATLAB. This code covers the principles of temporal-causal network models. The software environment has built-in options for network adaptation principles such as the Hebbian learning principle from neuroscience and the adaptation principle for bonding based on homophily from social science. The implementation is illustrated for an adaptive temporal-causal network model under acute stress for decision-making.
AB - In this paper, a software environment to support Network-Oriented Modeling is presented. The environment has been implemented in MATLAB. This code covers the principles of temporal-causal network models. The software environment has built-in options for network adaptation principles such as the Hebbian learning principle from neuroscience and the adaptation principle for bonding based on homophily from social science. The implementation is illustrated for an adaptive temporal-causal network model under acute stress for decision-making.
KW - Adaptive
KW - Bonding by homophily
KW - Hebbian learning
KW - MATLAB
KW - Network-oriented modeling
KW - Software environment
KW - Temporal-causal network
UR - http://www.scopus.com/inward/record.url?scp=85077132193&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85077132193&partnerID=8YFLogxK
U2 - 10.1007/978-981-15-0637-6_8
DO - 10.1007/978-981-15-0637-6_8
M3 - Conference contribution
AN - SCOPUS:85077132193
SN - 9789811506369
VL - 1
T3 - Advances in Intelligent Systems and Computing
SP - 91
EP - 111
BT - Fourth International Congress on Information and Communication Technology
A2 - Yang, Xin-She
A2 - Sherratt, Simon
A2 - Dey, Nilanjan
A2 - Joshi, Amit
PB - Springer
T2 - 4th International Congress on Information and Communication Technology, ICICT 2019
Y2 - 27 February 2019 through 28 February 2019
ER -