Implementation of quadric perceptron with hardlims activation function in a FPGA for nonlinear pattern classification.
Raymundo Cordero GarciaWalter Issamu SuemitsuJoão Onofre Pereira PintoAndre Muniz SoaresPublished in: IECON (2013)
Keyphrases
- pattern classification
- activation function
- neural network
- pattern recognition
- hardware implementation
- neural nets
- radial basis function neural network
- hidden layer
- back propagation
- feature extraction
- artificial neural networks
- feedforward neural networks
- fault diagnosis
- learning rate
- learning algorithm
- network architecture
- fuzzy logic
- input output
- feed forward
- data analysis
- fuzzy neural network
- training phase
- genetic algorithm
- data sets