A Hardware Implementation of Particle Swarm Optimization with a Control of Velocity for Training Neural Network.
Tuan Linh DangYukinobu HoshinoPublished in: SMC (2015)
Keyphrases
- hardware implementation
- neural network
- particle swarm optimization
- signal processing
- efficient implementation
- training algorithm
- training process
- software implementation
- hardware design
- feedforward neural networks
- backpropagation algorithm
- dedicated hardware
- control system
- fpga implementation
- feed forward neural networks
- multi layer perceptron
- cmac neural network
- back propagation
- pso algorithm
- control method
- training set
- pipeline architecture
- particle swarm optimization algorithm
- genetic algorithm
- image processing algorithms
- field programmable gate array
- recurrent neural networks
- machine learning
- neural network controller
- artificial neural networks
- real time
- pattern recognition
- parallel architecture
- multi objective
- activation function
- software systems
- differential evolution
- feed forward
- convergence speed
- associative memory
- control strategy