Design Space Exploration of Neural Network Activation Function Circuits.
Tao YangYadong WeiZhijun TuHaolun ZengMichel A. KinsyNanning ZhengPengju RenPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2019)
Keyphrases
- activation function
- design space exploration
- neural network
- high level synthesis
- feed forward neural networks
- design space
- artificial neural networks
- back propagation
- feed forward
- hidden layer
- hidden neurons
- neural nets
- design process
- sigmoid function
- computer architecture
- single hidden layer
- learning rate
- radial basis function
- multilayer perceptron
- feedforward neural networks
- fuzzy neural network
- multi layer perceptron
- backpropagation algorithm
- hidden nodes
- pattern recognition
- single layer
- recurrent neural networks
- network architecture
- extreme learning machine
- basis functions
- genetic algorithm
- data mining
- search algorithm
- support vector
- knn
- search space
- graphical models
- rbf neural network
- computer aided
- convergence rate
- neural network model