Convergence of Implicit Gradient Descent for Training Two-Layer Physics-Informed Neural Networks.
Xianliang XuZhongyi HuangYe LiPublished in: CoRR (2024)
Keyphrases
- neural network
- training process
- multi layer
- training algorithm
- feed forward neural networks
- feedforward neural networks
- error back propagation
- back propagation
- learning rules
- multi layer perceptron
- conjugate gradient
- backpropagation algorithm
- activation function
- pattern recognition
- cost function
- training patterns
- artificial intelligence
- fault diagnosis
- update rule
- artificial neural networks
- computer science
- error function
- objective function
- neural network training
- neural network model
- training examples
- fuzzy logic
- training phase
- neural network structure
- weight update
- learning algorithm
- neural nets
- semi supervised
- stochastic gradient descent
- reinforcement learning
- multilayer perceptron
- training samples
- active learning