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Conferences > ACPC > 2019 > T1H > T1H.3
  • Asia Communications and Photonics Conference (ACPC) 2019
  • OSA Technical Digest (Optica Publishing Group, 2019),
  • paper T1H.3

Machine Learning Approach to Unveil Time Delay Signature of Electro-optical Chaotic System with Strong Nonlinearity

Yetao Chen, Shanshan Li, Mengfan Cheng, Lei Deng, Minming Zhang, Songnian Fu, and Deming Liu

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Abstract

We demonstrate a time delay signature extraction method for optoelectronic chaotic system based on convolutional neural network. The method shows effectiveness under strong nonlinearity, and the amount of data required is less than traditional methods.

© 2019 The Author(s)

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