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Collaborations and top research areas from the last five years
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Adaptive Learned Belief Propagation for Decoding Error-Correcting Codes
Tasdighi, A. & Yousefi, M., 1 Aug 2025, In: Entropy. 27, 8, 795.Research output: Contribution to journal › Article › peer-review
Open Access -
Equalization in dispersion-managed systems using learned digital back-propagation
Abu-Romoh, M., Costa, N., Jaouën, Y., Napoli, A., Pedro, J., Spinnler, B. & Yousefi, M., 1 Jan 2023, In: Optics Continuum. 2, 10, p. 2088-2105 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Successive Quantization of the Neural Network Equalizers in Optical Fiber Communication
Darweesh, J., Costa, N., Jaouën, Y., Napoli, A., Pedro, J., Spinnler, B. & Yousefi, M., 1 Jan 2023, 2023 Opto-Electronics and Communications Conference, OECC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 Opto-Electronics and Communications Conference, OECC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Complexity reduction over Bi-RNN-based nonlinearity mitigation in dual-pol fiber-optic communications via a CRNN-based approach
Shahkarami, A., Yousefi, M. & Jaouën, Y., 1 Dec 2022, In: Optical Fiber Technology. 74, 103072.Research output: Contribution to journal › Article › peer-review
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Few-bit Quantization of Neural Networks for Nonlinearity Mitigation in a Fiber Transmission Experiment
Darweesh, J., Costa, N., Napoli, A., Spinnler, B., Jaouen, Y. & Yousefi, M., 1 Jan 2022, 2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc., (2022 European Conference on Optical Communication, ECOC 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Learned Digital Back-Propagation for Dual-Polarization Dispersion Managed Systems
Abu-Romoh, M., Costa, N., Napoli, A., Spinnler, B., Jaouen, Y. & Yousefi, M., 1 Jan 2022, 2022 European Conference on Optical Communication, ECOC 2022. Institute of Electrical and Electronics Engineers Inc., (2022 European Conference on Optical Communication, ECOC 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Lower Bound on the Capacity of the Continuous-Space SSFM Model of Optical Fiber
Sefidgaran, M. & Yousefi, M., 1 Apr 2022, In: IEEE Transactions on Information Theory. 68, 4, p. 2460-2478 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Approximating probability distributions by RELu networks
Mukherjee, M., Tchamkerten, A. & Yousefi, M., 11 Apr 2021, 2020 IEEE Information Theory Workshop, ITW 2020. Institute of Electrical and Electronics Engineers Inc., 9457598. (2020 IEEE Information Theory Workshop, ITW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Attention-Based Neural Network Equalization in Fiber-Optic Communications
Shahkarami, A., Yousefi, M. I. & Jaouen, Y., 1 Jan 2021, 2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings. Optica Publishing Group (formerly OSA), M5H.3. (Asia Communications and Photonics Conference, ACP; vol. 2021-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Capacity-Achieving Input Distribution in Per-Sample Zero-Dispersion Model of Optical Fiber
Fahs, J., Tchamkerten, A. & Yousefi, M. I., 1 Sept 2021, In: IEEE Transactions on Information Theory. 67, 9, p. 5840-5852 13 p., 9476022.Research output: Contribution to journal › Article › peer-review
Open Access