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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yue Zuo

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Preprint Oct 2026

The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks

Spiking neural networks (SNNs) offer a compelling pathway toward energy-efficient artificial intelligence, fundamentally anchored in presynaptic input-driven sparsity. However, a substantial yet chronically overlooked source of computational overhead persists: the continuous subthreshold dynamics of postsynaptic neuron...

Rui-Chen Ma, Yi-Cai Chen, Pu-Jun Zhou et al. · 0 citations

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