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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 31SourcePDFScholar
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 113SourcePDFScholar