Design Space Exploration of Neural Network Activation Function Circuits.
Tao YangYadong WeiZhijun TuHaolun ZengMichel A. KinsyNanning ZhengPengju RenPublished in: CoRR (2018)
Keyphrases
- activation function
- design space exploration
- neural network
- high level synthesis
- design space
- feed forward neural networks
- back propagation
- hidden layer
- artificial neural networks
- feed forward
- hidden neurons
- computer architecture
- neural nets
- sigmoid function
- multilayer perceptron
- design process
- backpropagation algorithm
- single hidden layer
- feedforward neural networks
- single layer
- network architecture
- radial basis function
- learning rate
- fuzzy neural network
- multi layer perceptron
- extreme learning machine
- fuzzy logic
- rbf neural network
- case study
- fault diagnosis
- neural network model
- bp neural network
- pattern recognition
- hardware implementation