Abstract
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.
Original language | English |
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Title of host publication | ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing |
Subtitle of host publication | Computational Intelligence for the E-Age |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 571-575 |
Number of pages | 5 |
Volume | 2 |
ISBN (Electronic) | 9810475241, 9789810475246 |
DOIs | |
Publication status | Published - 2002 Jan 1 |
Externally published | Yes |
Event | 9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore Duration: 2002 Nov 18 → 2002 Nov 22 |
Other
Other | 9th International Conference on Neural Information Processing, ICONIP 2002 |
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Country | Singapore |
City | Singapore |
Period | 02/11/18 → 02/11/22 |
ASJC Scopus subject areas
- Computer Networks and Communications
- Information Systems
- Signal Processing