Qualitative neural network approximation over R and C: Elementary proofs for analytic and polynomial activation.
Josiah ParkStephan WojtowytschPublished in: CoRR (2022)
Keyphrases
- neural network
- randomized approximation
- qualitative differential equations
- artificial neural networks
- pattern recognition
- back propagation
- lagrange interpolation
- quantitative and qualitative
- closed form
- neural network model
- multi layer
- group method of data handling
- qualitative information
- approximation algorithms
- bp neural network
- genetic algorithm
- information processing
- neural network is trained
- smooth functions
- low degree
- dynamical systems
- multilayer perceptron
- theorem prover
- recurrent neural networks
- neural nets
- queueing networks
- feed forward neural networks
- low order
- approximation methods
- qualitative simulation
- network architecture
- natural deduction
- training algorithm
- formal proof
- fault diagnosis
- mathematical proofs
- special case