Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks

Neural Information Processing Systems 

Our methods improve the accuracy by 4.05% on ImageNet compared to baseline and achieve state-of-the-art performance of 87.80% on CIFAR10-DVS and 87.86% on N-Caltech101.

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