Hardware Implementation of a Wavelet Neural Network Using FPGAs.
Ali KarabiyikAydogan SavranPublished in: ICONIP (3) (2006)
Keyphrases
- wavelet neural network
- hardware implementation
- field programmable gate array
- prediction model
- fpga implementation
- signal processing
- learning rate
- wavelet analysis
- support vector regression
- fpga technology
- convergence rate
- efficient implementation
- function approximation
- activation function
- hardware design
- adaptive learning
- particle swarm optimization algorithm
- neural network
- image processing algorithms
- back propagation
- reconfigurable hardware
- training algorithm
- artificial neural networks
- rbf neural network
- generalization ability
- levenberg marquardt
- general purpose processors
- radial basis function
- faster convergence
- least squares
- fuzzy logic
- real time