Performance of Fourier-based activation function in physics-informed neural networks for patient-specific cardiovascular flows.
Arman AghaeeMuhammad Owais KhanPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- patient specific
- activation function
- neural network
- feed forward
- artificial neural networks
- back propagation
- hidden layer
- neural nets
- blood flow
- feed forward neural networks
- multilayer perceptron
- backpropagation algorithm
- feedforward neural networks
- hidden neurons
- computational fluid dynamics
- therapy planning
- learning rate
- radial basis function
- network architecture
- image reconstruction
- hidden nodes
- fuzzy neural network
- basis functions
- neural network model
- genetic algorithm
- machine learning
- training phase
- multi layer perceptron
- fault diagnosis
- non stationary
- fuzzy logic
- pattern recognition