FPGA Implementation of Multi -Layer Machine Learning Equalizer with On -Chip Training
2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC(2023)
摘要
We design and implement an adaptive machine learning equalizer that alternates multiple linear and nonlinear computational layers on an FPGA. On -chip training via gradient backpropagation is shown to allow for real-time adaptation to time -varying channel impairments. (c) 2023 The Author(s)
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