Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization.
Lei DengYujie WuYifan HuLing LiangGuoqi LiXing HuYufei DingPeng LiYuan XiePublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- cross validation
- augmented lagrangian method
- optimization algorithm
- global optimization
- alternating direction method of multipliers
- image compression
- compression algorithm
- convex optimization
- data compression
- compression ratio
- norm minimization
- kernel machines
- image restoration and reconstruction
- image processing
- constrained optimization
- optimization method
- optimization problems
- nearest neighbor