A lightweight deep neural network model and its applications based on channel pruning and group vector quantization.
Mingzhong HuangYan LiuLijie ZhaoGuogang WangPublished in: Neural Comput. Appl. (2024)
Keyphrases
- lightweight
- vector quantization
- neural network model
- neural network
- image compression
- artificial neural networks
- vector quantizer
- input variables
- fractal image compression
- reduced complexity
- network architecture
- wireless sensor networks
- distortion measure
- input vector
- neural gas
- multilayer perceptron
- human perception
- entropy constrained
- fractal image coding
- successive approximation