| KNN-based Demodulation in gridless Nyquist-WDM Systems affected by Interchannel Interference AE Pérez, JJG Torres, NG González Signal Processing in Photonic Communications, SpTh1E. 3, 2019 | 11 | 2019 |
| Spectral overlapping estimation based on machine learning for gridless Nyquist-wavelength division multiplexing systems AE Pérez, NG González, JJG Torres Optical Engineering 59 (7), 076116-076116, 2020 | 9 | 2020 |
| Training approaches in supervised learning for ICI mitigation in gridless Nyquist-WDM AE Pérez, AE Moscoso, NG González, JJG Torres 2020 IEEE Photonics Conference (IPC), 1-2, 2020 | 4 | 2020 |
| Deep Learning Approach to Estimate Interchannel Interference in gridless Nyquist-WDM Systems NP Puentes, AE Pérez, JJG Torres Frontiers in Optics, JW5B. 55, 2022 | 3 | 2022 |
| Training strategies to minimize interchannel interference effects using supervised learning in gridless Nyquist-WDM systems AE Pérez, D Zabala-Blanco, CAA Meza, NG González, JJG Torres Applied optics 60 (28), 8939-8948, 2021 | 3 | 2021 |
| Spectral spacing estimation in gridless Nyquist-WDM systems using local binary patterns AE Pérez, ODV Bonett, SE Ralph, JJG Torres 2021 IEEE Photonics Conference (IPC), 1-2, 2021 | 2 | 2021 |
| Scalable multi-core FPGA design for maximum concurrency: The case of KNN for ICI mitigation D Marquez-Viloria, L Castano-Londono, A Escobar-Perez, ... Signal Processing in Photonic Communications, SpTu1I. 5, 2020 | 2 | 2020 |
| Inter-Channel Interference Estimation based on IQHistograms including Machine Learning AE Pérez, NG González, JJG Torres Signal Processing in Photonic Communications, SpTh2I. 6, 2020 | 2 | 2020 |
| KNN, k-means and fuzzy c-means for 16-QAM demodulation in coherent optical systems AE Pérez, JJG Torres 2019 IEEE Colombian Conference on Communications and Computing (COLCOM), 1-4, 2019 | 2 | 2019 |
| Spectral Spacing Estimation using Fuzzy Logic and KNN algorithms in Gridless Nyquist-WDM Systems AE Pérez, NG González, SE Ralph, JJG Torres Signal Processing in Photonic Communications, SpTh1D. 7, 2021 | 1 | 2021 |
| Estimation and Reduction of Inter− Channel Interference and Nonlinear Effects in Nyquist− WDM systems using Machine Learning A Escobar Pérez Grupo de Investigación en Telecomunicaciones Aplicadas (GITA), 2022 | | 2022 |
| Mitigación de Efectos No Lineales usando Aprendizaje Automático en Redes Ópticas de Acceso A Escobar Pérez, K Arroyave Giraldo, JA Lopera Cortés, ... Inge Cuc 17 (2), 11-20, 2021 | | 2021 |
| Mitigación de Distorsiones en Sistemas de Radio-Sobre-Fibra usando Aprendizaje Automático DF Torres Vahos, A Escobar Pérez, CA Diaz Rodríguez, ... Inge Cuc 17 (2), 233-244, 2021 | | 2021 |
| Mitigation of nonlinear effects using machine learning in coherent optical access networks A Escobar, K Arroyave, JA Lopera Cortés, JJ Granada Torres INGE CUC 17 (2), 11-20, 2021 | | 2021 |
| Mitigation of distortions in radio-over-fiber systems using machine learning DF Torres Vahos, A Escobar, CA Díaz Rodriguez, JJ Granada Torres INGE CUC 17 (2), 234-244, 2021 | | 2021 |
| Mitigation of Nonlinear Effects using Machine Learning in Coherent Optical Access Networks AE Pérez, KA Giraldo, JAL Cortés, JJ Granada-Torres INGE CUC 17 (2), 11-20, 2021 | | 2021 |
| Algoritmos de machine learning para minimización de errores y caracterización de distorsiones en sistemas Nyquist-WDM A Escobar Pérez Medellín, Colombia, 2019 | | 2019 |
| Mitigation of Distortions in Radio-Over-Fiber Systems Using Machine Learning Mitigación de Distorsiones en Sistemas de Radio-Sobre-Fibra usando Aprendizaje Automático DFT Vahos, AE Pérez, CAD Rodríguez, JJG Torres | | |
