arXiv · Neural and Evolutionary Computing· Himanshu Udupi, Calvin Ang, Sungyoon Kim, Xiaocong Yang, ChengXiang Zhai·· 4 hr agoAI score26
脉冲神经网络的凸优化：全局与近似保证
Convex Optimization of Spiking Neural Networks with Global and Approximation Guarantees
AI brief
研究者将脉冲神经网络（SNN）优化表述为等价凸优化问题，证明带权重衰减正则的一类阈值 RNN（含 leaky integrate-and-fire SNN）具有零对偶间隙。
Source: arXiv · Neural and Evolutionary Computing · arxiv.org