| Soft-demapping for short reach optical communication: A comparison of deep neural networks and volterra series M Schädler, G Böcherer, S Pachnicke Journal of Lightwave Technology 39 (10), 3095-3105, 2021 | 54 | 2021 |
| 1.71 Tb/s single-channel and 56.51 Tb/s DWDM transmission over 96.5 km field-deployed SSMF F Pittalà, RP Braun, G Böcherer, P Schulte, M Schaedler, S Bettelli, ... IEEE Photonics Technology Letters 34 (3), 157-160, 2022 | 43 | 2022 |
| Recurrent neural network soft-demapping for nonlinear ISI in 800Gbit/s DWDM coherent optical transmissions M Schaedler, G Böcherer, F Pittalà, S Calabrò, N Stojanovic, C Bluemm, ... Journal of Lightwave Technology 39 (16), 5278-5286, 2021 | 43 | 2021 |
| 220 GBaud signal generation enabled by a two-channel 256 GSa/s arbitrary waveform generator and advanced DSP F Pittalà, M Schaedler, G Khanna, S Calabrò, M Kuschnerov, C Xie, Z Ye, ... 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 41 | 2020 |
| Deep neural network equalization for optical short reach communication M Schaedler, C Bluemm, M Kuschnerov, F Pittalà, S Calabrò, ... Applied Sciences 9 (21), 4675, 2019 | 41 | 2019 |
| Neural network assisted geometric shaping for 800Gbit/s and 1Tbit/s optical transmission M Schaedler, S Calabrò, F Pittalà, G Böcherer, M Kuschnerov, C Bluemm, ... 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 36 | 2020 |
| Equalizing nonlinearities with memory effects: Volterra series vs. deep neural networks C Bluemm, M Schaedler, S Calabrò, G Charlet, C Xie, F Pittalà, ... 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 23 | 2019 |
| AI-based digital predistortion for IQ Mach-Zehnder modulators M Schaedler, M Kuschnerov, S Calabrò, F Pittalà, C Bluemm, ... 2019 Asia Communications and Photonics Conference (ACP), 1-3, 2019 | 21 | 2019 |
| Single carrier vs. OFDM for coherent 600Gb/s data centre interconnects with nonlinear equalization C Bluemm, M Schaedler, M Kuschnerov, F Pittalà, C Xie Optical Fiber Communication Conference, M3H. 3, 2019 | 21 | 2019 |
| 400-Gbit/s DP-16-QAM transmission over 40-km unamplified SSMF with low-cost PON lasers F Pittalà, IN Cano, C Bluemm, M Schaedler, S Calabrò, G Goeger, ... IEEE Photonics Technology Letters 31 (15), 1229-1232, 2019 | 20 | 2019 |
| 800ZR+ DWDM demonstration over 600km G. 654D fiber enabled by adaptive nonlinear TripleX equalization F Pittala, M Schaedler, C Bluemm, G Goeger, S Calabrò, M Kuschnerov, ... Optical Fiber Communication Conference, M4K. 5, 2020 | 19 | 2020 |
| 64 Tb/s DWDM transmission over 100 km G. 654D fiber using super C-band erbium-doped fiber amplification F Pittalà, G Böcherer, P Schulte, M Schaedler, S Calabrò, B Zheng, C Xie, ... Optical Fiber Communication Conference, W3C. 4, 2022 | 18 | 2022 |
| Single-carrier coherent 930G, 1.28 T and 1.60 T field trial F Pittalà, RP Braun, G Boecherer, P Schulte, M Schaedler, S Bettelli, ... 2021 European Conference on Optical Communication (ECOC), 1-4, 2021 | 16 | 2021 |
| Neural network-based soft-demapping for nonlinear channels M Schaedler, S Calabrò, F Pittalà, C Bluemm, M Kuschnerov, ... Optical Fiber Communication Conference, W3D. 2, 2020 | 16 | 2020 |
| Subcarrier power loading for coherent optical OFDM optimized by machine learning M Schaedler, M Kuschnerov, S Pachnicke, C Bluemm, F Pittala, ... Optical Fiber Communication Conference, M2H. 3, 2019 | 14 | 2019 |
| 800Gb/s PAM4 transmission over 10km SSMF enabled by low-complex duobinary neural network equalization C Bluemm, B Liu, B Li, T Rahman, MSB Hossain, M Schaedler, ... 2022 European Conference on Optical Communication (ECOC), 1-4, 2022 | 13 | 2022 |
| Nonlinear equalization for optical communications based on entropy-regularized mean square error F Diedolo, G Böcherer, M Schädler, S Calabró European Conference and Exhibition on Optical Communication, We2C. 2, 2022 | 11 | 2022 |
| Hardware-efficient duobinary neural network equalizers for 800 Gb/s IM/DD PAM4 transmission over 10 km SSMF C Bluemm, B Liu, B Li, T Rahman, MSB Hossain, M Schaedler, ... Journal of Lightwave Technology 41 (12), 3783-3790, 2023 | 6 | 2023 |
| Advances in deep learning for digital signal processing in coherent optical modems M Kuschnerov, M Schaedler, C Bluemm, S Calabro Optical Fiber Communication Conference, M3E. 2, 2020 | 6 | 2020 |
| Recurrent neural network soft demapping for mitigation of fiber nonlinearities and ISI M Schaedler, F Pittalà, S Calabrò, G Böcherer, C Bluemm, S Pachnicke Optical Fiber Communication Conference, M5F. 4, 2021 | 5 | 2021 |
