TY - GEN
T1 - Synchronization analysis of resonate-and-fire neuron models with delayed resets
AU - Miura, Keiji
AU - Nakada, Kazuki
PY - 2012/12/1
Y1 - 2012/12/1
N2 - We analyzed the synchronization properties of coupled resonate-and-fire neuron models with delayed resets. The conventional phase reduction method cannot be applied to the system as it shows periodicity only under time-delayed feedback and cannot be treated as a dynamical system. Therefore, we generalized the conventional phase reduction method to include dynamics with delay-induced periodicity. Then we applied the theory to the system and utilized the reduced phase dynamics for analyzing the synchronization properties.
AB - We analyzed the synchronization properties of coupled resonate-and-fire neuron models with delayed resets. The conventional phase reduction method cannot be applied to the system as it shows periodicity only under time-delayed feedback and cannot be treated as a dynamical system. Therefore, we generalized the conventional phase reduction method to include dynamics with delay-induced periodicity. Then we applied the theory to the system and utilized the reduced phase dynamics for analyzing the synchronization properties.
UR - http://www.scopus.com/inward/record.url?scp=84877793831&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84877793831&partnerID=8YFLogxK
U2 - 10.1109/SCIS-ISIS.2012.6505169
DO - 10.1109/SCIS-ISIS.2012.6505169
M3 - Conference contribution
AN - SCOPUS:84877793831
SN - 9781467327428
T3 - 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
SP - 1076
EP - 1079
BT - 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012
T2 - 2012 Joint 6th International Conference on Soft Computing and Intelligent Systems, SCIS 2012 and 13th International Symposium on Advanced Intelligence Systems, ISIS 2012
Y2 - 20 November 2012 through 24 November 2012
ER -