[KSCI] Korea Science Citation Index Service

http://dx.doi.org/10.5370/JEET.2006.1.4.546

Study of Neuron Operation using Controlled Chaotic Instabilities in Brillouin-Active Fiber Based Neural Networks

Kim, Yong-K. (Department of Electrical Electronics and Information Engineering, Wonkwang University)
Huh, Do-Geun (Department of Electrical Electronics and Information Engineering, Wonkwang University)
Kim, Kwan-Woong (Department of Electrical Electronics and Information Engineering, Wonkwang University)
Yu, C. (Department of Electrical Engineering, North Carolina State University)

Publication Information

Journal of Electrical Engineering and Technology / v.1, no.4, 2006 , pp. 546-549 More about this Journal

Abstract

In this paper the neuron operation based on Brillouin-active fiber in optical fiber is described. The inherent optical feedback by the backscattered stokes wave in optical fiber leads to instabilities in the form of optical chaos. Controlling of chaos induced transient instability in Brillouin-active fiber is implemented with Kerr nonlinearity having a non-instantaneous response in network systems. The controlling chaotic instabilities can lead to multistable periodic states; create optical logic 'on' or high level '1' or 'off', or low level '0'. It is theoretically possible to apply the multi-stability regimes as an optical memory device for encoding and decoding series and complex data transmission in optical systems.

Keywords

Neural networks; Neuron operation; Nonlinearity; Optical fiber; Optical memory;

Citations & Related Records

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