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Chaoteng Duan

2 accepted papers

2022

Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera

IJCAI 2022poster

Mimicking the sampling mechanism of the primate fovea, a retina-inspired vision sensor named spiking camera has been developed, which has shown great potential for capturing high-speed dynamic scenes with a sampling rate of 40,000 Hz. Unlike conventional digital cameras, the spiking camera continuou…

Cited by 31Source ↗PDF ↗Scholar ↗
2022

Temporal Effective Batch Normalization in Spiking Neural Networks

NeurIPS 2022accept

Spiking Neural Networks (SNNs) are promising in neuromorphic hardware owing to utilizing spatio-temporal information and sparse event-driven signal processing. However, it is challenging to train SNNs due to the non-differentiable nature of the binary firing function. The surrogate gradients allevia…

Cited by 113Source ↗PDF ↗Scholar ↗