A binary-encoded integer spiking neuron with range alignment matches or beats ANN accuracy on ImageNet, COCO, and CIFAR100 at lower energy cost.
Deep residual learning in spiking neural networks.Advances in Neural Information Processing Systems, 34:21056–21069, 2021
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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.