A binary-encoded integer spiking neuron with range alignment matches or beats ANN accuracy on ImageNet, COCO, and CIFAR100 at lower energy cost.
Im-loss: information maximization loss for spiking neural networks.Advances in Neural Information Processing Systems, 35:156–166, 2022
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Integer Binary-Range Alignment Neuron for Spiking Neural Networks
A binary-encoded integer spiking neuron with range alignment matches or beats ANN accuracy on ImageNet, COCO, and CIFAR100 at lower energy cost.