An Efficient Hardware Implementation of Activation Functions Using Stochastic Computing for Deep Neural Networks.
Van-Tinh NguyenTieu-Khanh LuongHan Le DucVan-Phuc HoangPublished in: MCSoC (2018)
Keyphrases
- activation function
- hardware implementation
- neural network
- feed forward neural networks
- signal processing
- efficient implementation
- back propagation
- hidden layer
- feed forward
- connection weights
- feedforward neural networks
- image processing algorithms
- artificial neural networks
- neural architecture
- neural nets
- multilayer perceptron
- software implementation
- field programmable gate array
- radial basis function
- basis functions
- hidden nodes
- rbf neural network
- training phase
- fuzzy neural network
- network architecture
- image processing
- decision making