Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network using Truncated Gaussian Approximation.
Zhezhi HeDeliang FanPublished in: CoRR (2018)
Keyphrases
- neural network
- weight function
- taylor series
- gaussian convolution
- linear computational complexity
- artificial neural networks
- weight update
- series expansion
- maximum likelihood
- coding scheme
- vector quantization
- taylor series expansion
- polynomial approximation
- fault diagnosis
- prediction model
- fuzzy logic
- image compression
- back propagation
- simultaneous optimization
- neural network is trained
- feed forward
- activation function
- radial basis function
- closed form
- entropy coding
- gaussian model
- gray scale
- neural nets
- akaike information criterion
- multilayer perceptron