An FPGA Accelerator for Embedded Microcontrollers Implementing a Ternarized Backpropagation Algorithm.
Tatsuya KanekoHiroshi MomoseTetsuya AsaiPublished in: ReConFig (2019)
Keyphrases
- backpropagation algorithm
- field programmable gate array
- embedded systems
- back propagation
- backpropagation learning algorithm
- feedforward neural networks
- neural network
- feed forward neural networks
- multilayer perceptron
- multilayer feedforward
- hidden layer
- activation function
- learning rate
- low cost
- hardware implementation
- multi layer perceptron
- hardware and software
- real time
- artificial neural networks
- parallel implementation
- multi layer
- rbf neural network
- signal processing
- random variables
- feed forward
- training algorithm
- efficient implementation
- pattern recognition
- radial basis function