Title :
Synchronization in a chaotic neural network
Author :
Kyprianidis, I.M. ; Stouboulos, I.N.
Author_Institution :
Phys. Dept., Aristotle Univ., Thessaloniki, Greece
Abstract :
We study the evolution of three identical, resistively coupled, nonlinear and nonautonomous electric circuits from nonsynchronized oscillations to synchronized ones, when they exhibit chaotic behavior. The three circuits form a ring with a neural-type connection. Synchronization is always possible, when the voltage sources of the driven circuits of the network are in phase. If there is a phase difference, then synchronization never occurs.
Keywords :
chaos generators; coupled circuits; neural nets; nonlinear network analysis; synchronisation; chaotic neural network synchronization; chaotic oscillators; neural-type connection; nonautonomous electric circuits; nonlinear system dynamics; nonsynchronized oscillations; phase difference; resistively coupled electric circuits; signal processing; voltage sources; Bifurcation; Biological neural networks; Chaos; Coupling circuits; Frequency synchronization; Intelligent networks; Neural networks; Resistors; Ring oscillators; Voltage;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028272
