PSO-Convolutional Neural Networks With Heterogeneous Learning Rate.
Nguyen Huu PhongAugusto SantosBernardete RibeiroPublished in: IEEE Access (2022)
Keyphrases
- learning rate
- convolutional neural networks
- convergence speed
- particle swarm optimization
- particle swarm optimization pso
- convergence rate
- particle swarm optimization algorithm
- pso algorithm
- learning algorithm
- convolutional network
- rapid convergence
- error function
- adaptive learning rate
- particle swarm optimizer
- hidden layer
- control parameters
- multilayer neural networks
- hybrid algorithm
- inertia weight
- weight vector
- particle swarm
- particle swarm optimisation
- delta bar delta
- activation function
- differential evolution
- global search
- convergence theorem
- evolution strategy
- step size
- bp neural network
- global optimization
- genetic algorithm ga
- multi objective
- evolutionary algorithm
- optimal solution
- bp neural network algorithm
- feature extraction