FANoS-v2 augments momentum optimization with feedback-controlled thermostat damping, delivering small top-1 accuracy gains over AdamW on MNIST-scale tasks while increasing wall-clock time by roughly 50%.
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FANoS-v2: Feedback-Controlled Momentum with Thermostat Damping for Lightweight Neural Optimization
FANoS-v2 augments momentum optimization with feedback-controlled thermostat damping, delivering small top-1 accuracy gains over AdamW on MNIST-scale tasks while increasing wall-clock time by roughly 50%.