The example codes and numerical traces supplemented for article "Data augmentation for the supervised learning of nonlinearity compensation algorithms in optical communications"

481 39 1955 4 9010 document 1955 Supplementary materials.zip application/zip 1c274b90e58ae02ac0cc064a62e4c93e MD5 4823866709 2020-10-03 11:45:48 https://researchdata.aston.ac.uk/id/eprint/481/1/Supplementary%20materials.zip 481 1 1 application/zip archive en staffonly cc_by_4

Supplementary materials.zip

3020-10-03 1956 5 9013 document 1956 BER_calc.py text/x-python e4606f2bf2f6ad436b9e11e57fe27a7c MD5 2855 2020-10-03 11:50:05 https://researchdata.aston.ac.uk/id/eprint/481/2/BER_calc.py 481 2 2 text/x-python text en staffonly cc_by_4

BER_calc.py

3020-10-03 1957 4 9015 document 1957 Data_augmentation_for_DNN.py text/x-python 7654ff3a8bb498ae37e26abf111a6799 MD5 26052 2020-10-03 11:50:46 https://researchdata.aston.ac.uk/id/eprint/481/3/Data_augmentation_for_DNN.py 481 3 3 text/x-python text en staffonly cc_by_4

Data_augmentation_for_DNN.py

3020-10-03 1958 4 9017 document 1958 Data_augmentation_for_PPD.py text/x-python a9f849a34f75334ac64d22cf22f0a464 MD5 23703 2020-10-03 11:51:14 https://researchdata.aston.ac.uk/id/eprint/481/4/Data_augmentation_for_PPD.py 481 4 4 text/x-python text en staffonly cc_by_4

Data_augmentation_for_PPD.py

3020-10-03 1959 4 9019 document 1959 Readme.txt text/plain 0dce73fb218fe0f3f2ee5b53f7525a37 MD5 3958 2020-10-03 11:54:30 https://researchdata.aston.ac.uk/id/eprint/481/5/Readme.txt 481 5 5 text/plain text en staffonly cc_by_4

Readme.txt

3020-10-03 1960 1 9021 document 1960 indexcodes.txt text/plain 3e0e8f89060c98698d3f568be2d5d520 MD5 1835 2020-10-03 11:58:21 https://researchdata.aston.ac.uk/id/eprint/481/6/indexcodes.txt 481 6 6 text/plain Generate index codes conversion from text to indexcodes en staffonly

indexcodes.txt

http://eprints.org/relation/isVersionOf https://researchdata.aston.ac.uk/id/document/1959 http://eprints.org/relation/isVolatileVersionOf https://researchdata.aston.ac.uk/id/document/1959 http://eprints.org/relation/isIndexCodesVersionOf https://researchdata.aston.ac.uk/id/document/1959 archive 124 disk0/00/00/04/81 2020-10-05 09:00:59 2025-04-16 08:35:40 2020-10-05 09:00:59 data_collection show Neskorniuk Vladislav 0000-0002-3358-153X Freire Pedro J. 0000-0003-3145-1018 Napoli Antonio 0000-0002-9264-9274 Spinnler Bernhard Schairer Wolfgang Prilepsky Jaroslaw E. 0000-0002-3035-4112 Costa Nelson 0000-0002-8678-5691 Turitsyn Sergei K. 0000-0003-0101-3834 The example codes and numerical traces supplemented for article "Data augmentation for the supervised learning of nonlinearity compensation algorithms in optical communications" BX restricted data augmentation supervised learning machine learning nonlinearity mitigation digital signal processing fiber-optic communications dataset code 2020-09-25 Aston University 10.17036/researchdata.aston.ac.uk.00000481 VN and PJF acknowledge support by the European Union’s Horizon 2020 research and innovation program under MSCA GA 766115 and 813144, respectively. SKT acknowledges support by the EPSRC project TRANSNET. H2020 MSCA Fibre Optic nonlinear Technologies [FONTE] – a European Industrial Doctorate [EID] (Grant agreement 766115) H2020 MSCA Real-time Monitoring and Mitigation of Nonlinear Effects in Optical Networks [REAL-NET] – a European Industrial Doctorate [EID] (Grant agreement 813144) EPSRC Transforming networks - building an intelligent optical infrastructure [TRANSNET] (EP/R035342/1) Software Neskorniuk Vladislav VN and PJF acknowledge support by the European Union’s Horizon 2020 research and innovation program under MSCA GA 766115 and 813144, respectively. SKT acknowledges support by the EPSRC project TRANSNET. Aston University English 2020-03-01 2020-10-03