Abstract
In this paper the effect of steady and relaxation oscillation in optical fiber based on neural networks and hardware implementation is described. The inherent optical feedback by the backscattered Stokes wave in optical fiber leads to instabilities in the form of optical chaos. The controlling of chaos induced transient instability in Brillouin-active fiber based smart structures leads to neural networks with steady and relaxation oscillations. Controlled chaotic instabilities can be used for optical logic and computations and optical sensing. It is theoretically possible to apply the multi-stability regimes as an optical memory device for encoding and decoding and complex data transmission in optical systems. These memories can be estimated as an optical logic function used for all-optic in-line switching, channel selection, oscillation, optical logic elements in optical computation with neural network application.
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References
Vanwiggeren, G.D., Roy, R.: Communication with Chaotic Lasers. SCIENCE 279, 1198–1200 (1998)
Hotate, K., Sean, S., Ong, L.: Distributed Dynamic Strain Measurement Using a Correlation-Based Brillouin Sensing System. IEEE. Photonics Letters 15(2), 272–274 (2003)
Bernini, R., Minardo, A., Zeni, L.: Stimulated Brillouin Scattering Frequency-Domain Analysis in a Single-mode Optical Fiber for Distributed Sensing. Optics Letters 29(17), 1977–1979 (2004)
Harrison, R.G., Yu, D., Lu, W., Ripley, P.M.: Chaotic Stimulated Brillouin Scattering Theory and Experiment. Physica D. 86, 182–188 (1995)
Yu, D., Lu, W., Harrison, R.G.: Physical Origin of Dynamical Stimulated Brillouin Scattering in Optical Fibers with Feedback. Physical Review A. 51(1), 669–674 (1995)
Kim, Y.K., Lim, S., Kim, H., Oh, S., Chung, Y.: Implementation of Brillouin-Active Fiber Based Neural Network in Smart Structures. In: Wang, J., Liao, X.-F., Yi, Z. (eds.) ISNN 2005. LNCS, vol. 3498, pp. 987–991. Springer, Heidelberg (2005)
Kim, Y.K., Kim, J., Lim, S., Kim, D.: Neuron Operation Using Controlled Chaotic Instabilities in Brillouin-Active Fiber based Neural Network. In: Wang, L., Chen, K., Ong, Y.S. (eds.) ICNC 2005. LNCS, vol. 3612, pp. 1044–1050. Springer, Heidelberg (2005)
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© 2006 Springer-Verlag Berlin Heidelberg
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Kim, YK., Lim, S., Kim, DH. (2006). Effect of Steady and Relaxation Oscillation Using Controlled Chaotic Instabilities in Brillouin Fibers Based Neural Network. In: Jiao, L., Wang, L., Gao, X., Liu, J., Wu, F. (eds) Advances in Natural Computation. ICNC 2006. Lecture Notes in Computer Science, vol 4222. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11881223_112
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DOI: https://doi.org/10.1007/11881223_112
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-45907-1
Online ISBN: 978-3-540-45909-5
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