DNN pruning with principal component analysis and connection importance estimation.
Marc RieraJosé-María ArnauAntonio GonzálezPublished in: J. Syst. Archit. (2022)
Keyphrases
- principal component analysis
- principal components
- independent component analysis
- pruning method
- linear discriminant analysis
- face recognition
- search space
- covariance matrix
- random projections
- dimension reduction
- discriminant analysis
- estimation accuracy
- accurate estimation
- estimation algorithm
- real time
- dimensionality reduction
- feature space
- singular value decomposition
- signal processing
- relative importance
- face images
- kernel principal component analysis
- data structure
- tree pruning