Influence of Activation Functions on the Convergence of Physics-Informed Neural Networks for 1D Wave Equation.
Pawel MaczugaMaciej PaszynskiPublished in: ICCS (1) (2023)
Keyphrases
- activation function
- neural network
- wave equation
- feed forward
- back propagation
- artificial neural networks
- hidden layer
- learning rate
- neural nets
- feed forward neural networks
- convergence rate
- neural architecture
- multilayer perceptron
- radial basis function
- hidden nodes
- convergence speed
- network architecture
- fuzzy neural network
- artificial intelligence
- recurrent neural networks
- basis functions
- fuzzy logic
- pattern recognition
- neural network model
- fault diagnosis
- multi layer perceptron
- genetic algorithm