Hardware implementation of radial-basis neural networks with Gaussian activation functions on FPGA.
Volodymyr M. ShymkovychSergii TelenykPetro I. KravetsPublished in: Neural Comput. Appl. (2021)
Keyphrases
- hardware implementation
- activation function
- radial basis
- neural network
- back propagation
- multilayer perceptron
- field programmable gate array
- radial basis function
- hidden layer
- feed forward neural networks
- artificial neural networks
- signal processing
- feed forward
- fpga implementation
- efficient implementation
- probabilistic neural network
- software implementation
- dedicated hardware
- fpga device
- pattern recognition
- image processing algorithms
- fuzzy logic
- fpga technology
- neural network model
- network architecture
- bp neural network
- general purpose processors
- pipelined architecture
- multi layer perceptron
- rbf neural network
- neural nets
- gaussian mixture model
- support vector machine
- rbf network
- genetic algorithm
- fuzzy neural network
- real time
- self organizing maps
- supervised learning
- control system