Exploiting bit sparsity in both activation and weight in neural networks accelerators.
Naifeng JingZihan ZhangYongshuai SunPengyu LiuLiyan ChenQin WangJianfei JiangPublished in: Integr. (2023)
Keyphrases
- neural network
- weight update
- artificial neural networks
- image processing
- pattern recognition
- high dimensional
- computing systems
- self organizing maps
- sparsity constraints
- weighting scheme
- fuzzy systems
- neural nets
- multilayer perceptron
- feed forward
- fault diagnosis
- information processing
- fuzzy logic
- training process
- operating system
- sufficient conditions
- computing platform
- activation patterns
- genetic algorithm