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RoshXplore / adaptive-rnn-channel-equalizer-on-fpga

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GRU-based neural network equalizer in Verilog with FPGA deployment, RTL simulation, and on-chip BPTT training for adaptive communication channel equalization.

machine-learning fpga neural-network signal-processing gru rnn hardware-acceleration verilog-hdl digital-design qpsk quartus communication-systems de10-lite intel-fpga rnn-gru channel-equalization optical-communications rtl-design bptt
  • Updated May 19, 2026
  • Verilog

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