Converting a Trained Model to Verilog: Notes

Quick notes from a hardware-first deployment pipeline: why fixed-point, choosing widths, module partitioning, timing/power gotchas, and a testbench checklist that saved me hours.

September 9, 2025

Discretized DLGN on FPGA (Terasic DE0 / Cyclone-III)

2.38M samples/s throughput, ~420ns latency, ~155mW. Verilog from trained logic model.

January 15, 2025