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cs.LG2026

Polyhedral Geometry of Time-to-First-Spike Neural Networks

Manjot Singh, Guido Montúfar, Gitta Kutyniok

We study the expressivity of spiking neural networks, which provide a natural framework for asynchronous, event-driven computation complementary to conventional feedforward neural…