XOResNet: Exclusive-OR Meta-Residuals Facilitate Deep Spiking Neural Networks Learning

In three linesXOResNet introduces OR-ADD shortcut connections and XOR meta-residuals to improve learning in deep spiking neural networks. Tested on Fashion-MNIST, CIFAR-10, CIFAR-100, and miniImageNet, the model outperforms existing SNNs by reducing spike redundancy and information loss.

Summary generated by Claude — human-verified