Convex Optimization of Spiking Neural Networks with Global and Approximation Guarantees

arXiv:2605.08022 · cs.NE, cs.AI, cs.LG · Submitted 2026-05-08 · Read on arXiv

cs.NE, cs.AI, cs.LG

Submitted: 2026-05-08

Updated: 2026-10-09

Terminology

• Spiking neural networks — 2× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Robustness — 1× in this paper · explained in 5 episodes
• Spiking Neural Networks (SNNs) — 1× in this paper · explained in 3 episodes

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