Adapting Spiking Neural Networks for Enhanced Optical Signal Equalization in Communication Systems
Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany
Tagungsband: ITG-Fb. 317: ECOC 2024
Seiten: 4Sprache: EnglischTyp: PDF
Autoren:
Ron, D. Arguello
Inhalt:
A version of the Receptance Weighted Key Value (RWKV) language model, that integrates spiking linear transformations and reconfigured for the regression task of signal equalization is employed to compensate the nonlinearity from the transmission of PDM 34.4 Gbaud 16QAM over 10x50km of TWC fiber.