High precision FPGA implementation of neural network activation functions.
Francisco Ortega-ZamoranoJosé M. JerezGustavo JuárezJorge O. PerezLeonardo FrancoPublished in: IES (2014)
Keyphrases
- high precision
- activation function
- fpga implementation
- neural network
- hardware implementation
- high recall
- back propagation
- hidden layer
- feed forward neural networks
- artificial neural networks
- feed forward
- neural architecture
- neural nets
- feedforward neural networks
- connection weights
- network architecture
- multilayer perceptron
- radial basis function
- efficient implementation
- field programmable gate array
- fuzzy logic
- achieve high precision
- hidden nodes
- multi layer perceptron
- basis functions
- high accuracy
- fuzzy neural network
- rbf neural network
- artificial intelligence
- learning rate
- pattern recognition
- signal processing
- knn
- control system
- image processing