Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class.
Yuling JiaoYanming LaiXiliang LuFengru WangJerry Zhijian YangYuanyuan YangPublished in: SIAM J. Math. Anal. (2023)
Keyphrases
- neural network
- pattern recognition
- continuous functions
- fuzzy logic
- artificial neural networks
- approximation error
- approximation algorithms
- feed forward
- approximation methods
- intra class
- multi class classification
- efficient computation
- fuzzy systems
- multilayer perceptron
- rough sets
- probabilistic model
- data analysis