XOResNet combines OA shortcuts and XOR meta-residuals into a residual block to build deeper SNNs that outperform prior gradient-descent SNNs on Fashion-MNIST, CIFAR-10, CIFAR-100, and miniImageNet.
Maass, Networks of spiking neurons: the third generation of neural network models, Neural networks 10 (9) (1997) 1659–1671
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XOResNet: Exclusive-OR Meta-Residuals Facilitate Deep Spiking Neural Networks Learning
XOResNet combines OA shortcuts and XOR meta-residuals into a residual block to build deeper SNNs that outperform prior gradient-descent SNNs on Fashion-MNIST, CIFAR-10, CIFAR-100, and miniImageNet.