Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond.
Antoine GononNicolas BrisebarreRémi GribonvalElisa RicciettiPublished in: IEEE Trans. Inf. Theory (2023)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- error bounds
- fuzzy logic
- queueing networks
- genetic algorithm
- back propagation
- machine learning
- approximation error
- self organizing maps
- multi layer
- approximation schemes
- fuzzy systems
- cellular neural networks
- continuous functions
- real time
- approximation algorithms
- neural network model
- closed form
- probabilistic model
- special case
- learning algorithm
- data sets