On the Approximation and Complexity of Deep Neural Networks to Invariant Functions.
Gao ZhangJin-Hui WuShao-Qun ZhangPublished in: CoRR (2022)
Keyphrases
- neural network
- approximation error
- pattern recognition
- multi layer
- decision problems
- error bounds
- error tolerance
- approximation methods
- continuous functions
- deep learning
- space complexity
- network architecture
- fuzzy systems
- sufficient conditions
- genetic algorithm
- computational complexity
- computational cost
- fuzzy logic
- basis functions
- back propagation
- self organizing maps
- associative memory
- approximation algorithms
- recurrent neural networks
- affine transformation
- feed forward
- convex functions
- artificial neural networks
- search algorithm
- image sequences
- closed form