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Experimental estimation of optical nonlinear memory channel conditional distribution using deep neural networks | IEEE Conference Publication | IEEE Xplore

Experimental estimation of optical nonlinear memory channel conditional distribution using deep neural networks


Abstract:

We demonstrate that neural networks can approximate the conditional distribution of non-linear channels with memory. This distribution then feeds the BCJR algorithm to de...Show More

Abstract:

We demonstrate that neural networks can approximate the conditional distribution of non-linear channels with memory. This distribution then feeds the BCJR algorithm to detect transmitted data in experimental IM/DD 3.2-km transmission of 64 GBd PAM4.
Date of Conference: 19-23 March 2017
Date Added to IEEE Xplore: 01 June 2017
ISBN Information:
Conference Location: Los Angeles, CA, USA

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