Low-error digital hardware implementation of artificial neuron activation functions and their derivative.
Antonio ArmatoLuca FanucciEnzo Pasquale ScilingoDanilo De RossiPublished in: Microprocess. Microsystems (2011)
Keyphrases
- hardware implementation
- activation function
- low error
- efficient implementation
- signal processing
- neural network
- artificial neural networks
- real valued
- back propagation
- hidden layer
- feed forward
- learning rate
- field programmable gate array
- basis functions
- neural nets
- radial basis function
- training set
- multilayer perceptron
- image processing
- real time
- network architecture
- computer vision
- genetic algorithm
- pipelined architecture