neuromod vs neuburn vs spikenaut-fpga

Reward-modulated spiking neural networks (LIF + Izhikevich + STDP + dopamine/cortisol/acetylcholine) for Spikenaut HFT and FPGA deployment

Spiking neural network framework on top of Burn — Rust-native alternative to snntorch

SNN-to-FPGA deployment pipeline: Q8.8 fixed-point parameter export, .mem file generation, UART spike readback, and Vivado timing report parsing for neuromorphic hardware