TY - GEN
T1 - Chaotic pulse-coupled neural network as a model of synchronization and desynchronization in cortex
AU - Yamaguchi, Y.
AU - Ishimura, K.
AU - Wada, M.
N1 - Publisher Copyright:
© 2002 Nanyang Technological University.
PY - 2002
Y1 - 2002
N2 - We have proposed a chaotic pulse coupled neural network (CPCNN) to investigate possible roles of high-dimensional chaotic dynamics in information coding using synchronous oscillation. In the present paper, some basic characteristics of CPCNN are examined. On the one hand, in a two-neuron system, CPCNN have rather simple condition for the persistence of synchronization despite of its chaotic dynamics. On the other, in a one-dimensional lattice system of homogeneous neurons, it can exhibit complex and various dynamics such as dynamical clustering, traveling waves and spatio-temporal intermittency.
AB - We have proposed a chaotic pulse coupled neural network (CPCNN) to investigate possible roles of high-dimensional chaotic dynamics in information coding using synchronous oscillation. In the present paper, some basic characteristics of CPCNN are examined. On the one hand, in a two-neuron system, CPCNN have rather simple condition for the persistence of synchronization despite of its chaotic dynamics. On the other, in a one-dimensional lattice system of homogeneous neurons, it can exhibit complex and various dynamics such as dynamical clustering, traveling waves and spatio-temporal intermittency.
UR - http://www.scopus.com/inward/record.url?scp=84964414025&partnerID=8YFLogxK
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U2 - 10.1109/ICONIP.2002.1198121
DO - 10.1109/ICONIP.2002.1198121
M3 - Conference contribution
AN - SCOPUS:84964414025
T3 - ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
SP - 571
EP - 575
BT - ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
A2 - Wang, Lipo
A2 - Fukushima, Kunihiko
A2 - Rajapakse, Jagath C.
A2 - Lee, Soo-Young
A2 - Yao, Xin
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th International Conference on Neural Information Processing, ICONIP 2002
Y2 - 18 November 2002 through 22 November 2002
ER -