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arXiv cs.NE · Papers

Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch

arXiv:2410.23619v4 Announce Type: replace Abstract: Spiking Neural Networks (SNNs), with their event-driven and biologically inspired mechanisms, are well-suited for energy-efficient neuromorphic hardware. Neural coding, which is critical to SNNs, determines how information is represented via spikes. While Time-to-Firs