Dynamic Learning Rate for Neural Networks: A Fixed-Time Stability Approach.
Rodrigo Aldana-LopezLeobardo Emmanuel Campos-MaciasJulio ZamoraDavid Gómez-GutiérrezAdan CruzPublished in: ICPR (2018)
Keyphrases
- learning rate
- neural network
- activation function
- hidden layer
- uniform convergence
- convergence rate
- training algorithm
- adaptive learning rate
- rapid convergence
- nonlinear systems
- error function
- learning algorithm
- weight update
- fuzzy neural network
- multilayer neural networks
- feed forward neural networks
- weight vector
- convergence speed
- recurrent neural networks
- fuzzy logic
- genetic algorithm
- neural nets
- training speed
- convergence theorem
- artificial neural networks