A cross-knowledge distillation method uses an ANN teacher trained on RGB images to improve SNN accuracy on event-based data, achieving new state-of-the-art results on N-Caltech101 and CEP-DVS.
An efficient knowledge transfer strategy for spiking neural networks from static to event domain,
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Cross Knowledge Distillation between Artificial and Spiking Neural Networks
A cross-knowledge distillation method uses an ANN teacher trained on RGB images to improve SNN accuracy on event-based data, achieving new state-of-the-art results on N-Caltech101 and CEP-DVS.