Optimal approximation of piecewise smooth functions using deep ReLU neural networks.
Neural Networks（2018）
摘要
We study the necessary and sufficient complexity of ReLU neural networks – in terms of depth and number of weights – which is required for approximating classifier functions in an Lp-sense.
更多查看译文
关键词
Deep neural networks,Piecewise smooth functions,Function approximation,Sparse connectivity,Metric entropy,Curse of dimension
AI 理解论文
溯源树
样例
生成溯源树，研究论文发展脉络
Chat Paper
正在生成论文摘要