FPGA Implementation of Wavelet Neural Network Training with PSO/iPSO.
Suhap SahinMehmet Ali ÇavusluPublished in: J. Circuits Syst. Comput. (2018)
Keyphrases
- neural network training
- fpga implementation
- pso algorithm
- particle swarm optimisation
- particle swarm optimization pso
- particle swarm optimization
- hardware implementation
- particle swarm optimizer
- neural network
- optimization algorithm
- training algorithm
- optimization method
- global optimization
- particle swarm optimization algorithm
- genetic algorithm ga
- premature convergence
- swarm intelligence
- hybrid algorithm
- particle swarm
- inertia weight
- differential evolution
- convergence speed
- field programmable gate array
- faster convergence
- test functions
- genetic algorithm
- multiscale
- multi objective
- pid controller
- ant colony optimization
- global search
- simulated annealing
- real time
- transfer function
- metaheuristic
- fuzzy clustering
- efficient implementation