Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces.
Ingo GühringMones RaslanPublished in: CoRR (2020)
Keyphrases
- neural network
- weight function
- pattern recognition
- hidden neurons
- artificial neural networks
- connection weights
- cost function
- approximation error
- weighted sum
- error bounds
- back propagation
- linear combination
- approximation spaces
- neural nets
- rough sets
- neural network model
- fuzzy logic
- weighted average
- queueing networks
- activation function
- weight update
- network architecture
- multilayer perceptron
- closed form
- objective function
- fuzzy systems
- approximation algorithms
- relative error
- feed forward
- discrete data
- hidden units
- genetic algorithm
- data sets