Lightening CNN architectures by regularization driven weights' pruning.
Giovanni BonettaRossella CancellierePublished in: ESANN (2022)
Keyphrases
- cellular neural networks
- relative importance
- linear combination
- data driven
- search space
- weighting scheme
- smoothing parameter
- prior information
- convolutional neural network
- neural network
- regularization methods
- pruning method
- regularization framework
- tree construction
- weighted average
- fixed point
- fuzzy sets
- feature space
- face recognition