Low-complexity neuron for fixed-point artificial neural networks with ReLU activation function in energy-constrained wireless applications.
Wen-Long ChinQinyu ZhangTao JiangPublished in: IET Commun. (2021)
Keyphrases
- low complexity
- activation function
- fixed point
- artificial neural networks
- back propagation
- hidden layer
- neural network
- feed forward neural networks
- hidden neurons
- feed forward
- multilayer perceptron
- computational complexity
- sufficient conditions
- feedforward neural networks
- radial basis function
- neural nets
- dynamical systems
- wireless communication
- multi layer perceptron
- neural network model
- motion estimation
- genetic algorithm
- belief propagation
- basis functions
- fuzzy logic
- network architecture
- markov random field
- learning rate
- optical flow
- pairwise
- continuous functions