Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers.
Francisco Ortega-ZamoranoJosé M. JerezDaniel UrdaRafael M. Luque-BaenaLeonardo FrancoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2016)
Keyphrases
- efficient implementation
- backpropagation algorithm
- hardware implementation
- back propagation
- multilayer perceptron
- feedforward neural networks
- neural network
- field programmable gate array
- backpropagation learning algorithm
- feed forward neural networks
- multilayer feedforward
- activation function
- learning rate
- parallel architectures
- hidden layer
- multi layer perceptron
- hardware and software
- artificial neural networks
- active set
- neural nets
- recurrent neural networks
- multi layer
- training algorithm
- network architecture
- feed forward
- radial basis function
- genetic algorithm