SAST applies sharpness-aware minimization to surrogate-gradient SNN training and reports large gains in hard-spike accuracy on N-MNIST and DVS Gesture, including under INT8/INT4 quantization.
How does sharpness-aware mini- mization minimize sharpness?
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Sharpness-Aware Surrogate Training for On-Sensor Spiking Neural Networks
SAST applies sharpness-aware minimization to surrogate-gradient SNN training and reports large gains in hard-spike accuracy on N-MNIST and DVS Gesture, including under INT8/INT4 quantization.