PSO-Convolutional Neural Networks with Heterogeneous Learning Rate.
Nguyen Huu PhongAugusto SantosBernardete RibeiroPublished in: CoRR (2022)
Keyphrases
- learning rate
- convolutional neural networks
- convergence speed
- particle swarm optimization
- particle swarm optimization algorithm
- particle swarm optimization pso
- convergence rate
- pso algorithm
- convolutional network
- rapid convergence
- particle swarm optimizer
- error function
- learning algorithm
- control parameters
- adaptive learning rate
- particle swarm optimisation
- hidden layer
- differential evolution
- mutation operator
- global optimization
- inertia weight
- hybrid algorithm
- multilayer neural networks
- particle swarm
- convergence theorem
- bp neural network algorithm
- swarm intelligence
- optimization algorithm
- weight vector
- activation function
- step size
- face recognition
- multi objective
- evolutionary algorithm