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Approximation capabilities of neural networks on unbounded domains

  • Published:2022-01 Issue: Volume:145 Page:56-67
  • ISSN:0893-6080
  • Container-title:Neural Networks
  • language:en
  • Short-container-title:Neural Networks

Author:

Wang Ming-XiORCID,Qu Yang

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference64 articles.

1. Understanding deep neural networks with rectified linear units;Arora,2016

2. Universal approximation bounds for superpositions of a sigmoidal function;Barron;IEEE Transactions on Information Theory,1993

3. The curse of dimensionality for local kernel machines;Bengio,2005

4. The curse of highly variable functions for local kernel machines;Bengio,2006

5. Approximation theory and feedforward networks;Blum;Neural Networks,1991

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