Neural Network Classifiers Using a Hardware-Based Approximate Activation Function with a Hybrid Stochastic Multiplier.
Bingzhe LiYaobin QinBo YuanDavid J. LiljaPublished in: ACM J. Emerg. Technol. Comput. Syst. (2019)
Keyphrases
- activation function
- hardware implementation
- neural network
- feed forward
- hidden layer
- back propagation
- sigmoid function
- learning rate
- artificial neural networks
- chaotic neural network
- feed forward neural networks
- multilayer perceptron
- radial basis function
- efficient implementation
- neural nets
- hidden nodes
- feedforward neural networks
- real time
- signal processing
- network architecture
- decision making
- basis functions
- floating point
- training phase
- particle swarm optimization