Before revision:  Our experimental results for various image classification datasets, such as MNIST, CIFAR-10 and CIFAR-100, showed that the proposed methods can improve inference  efficiency and shorten the latency while preserving high accuracy. Lastly, we validated the proposed methods through firing pattern analysis .
After revision:  Our experimental results for various image classification datasets, such as MNIST, CIFAR-10 and CIFAR-100, showed that the proposed methods can improve inference efficiency and shorten the latency .