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, Deming Liu · 2019
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.