Training Convolutional Neural Networks With Hebbian Principal Component Analysis.
Gabriele LaganiGiuseppe AmatoFabrizio FalchiClaudio GennaroPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- principal component analysis
- training procedure
- convolutional network
- dimensionality reduction
- training set
- supervised learning
- biologically inspired
- discriminant analysis
- principal components
- face recognition
- feature extraction
- training algorithm
- training process
- linear discriminant analysis
- independent component analysis
- e learning
- dimension reduction
- covariance matrix
- training data
- singular value decomposition
- face images
- feature space
- machine learning